{"meta":{"query_hash":"f072cd6df99c","filters":{"venue":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f072cd6df99c","api":"https://metacan.xera.ac/api/v1/cohort?venue=2022+2nd+International+Conference+on+Innovative+Practices+in+Technology+and+Management+%28ICIPTM%29"},"results":[{"id":"W4224257789","doi":"10.1109/iciptm54933.2022.9754157","title":"Deep learning Based Patient-Friendly Clinical Expert Recommendation Framework","year":2022,"lang":"en","type":"article","venue":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algonquin College","funders":"","keywords":"Computer science; Recommender system; The Internet; Service (business); Deep learning; Artificial intelligence; Quality (philosophy); Similarity (geometry); Big data; Test (biology); Service quality; World Wide Web; Information retrieval; Machine learning; Data mining","score_opus":0.18052023103211917,"score_gpt":0.49241401141372293,"score_spread":0.31189378038160376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224257789","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040564373,0.002382496,0.9339488,0.0025917361,0.00022762288,0.00040930448,0.0030377111,0.004946764,0.011891191],"genre_scores_gemma":[0.6627495,0.0017957633,0.30222905,0.0019418349,0.00029260982,0.00055402017,0.005304858,0.000112249116,0.025020031],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992756,0.00012813977,0.0000578264,0.000209085,0.00021350366,0.00011589974],"domain_scores_gemma":[0.99950206,0.00014225593,0.000038865208,0.000039365437,0.00022095103,0.000056527082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088105025,0.00062387745,0.0010153456,0.0011811756,0.0003933393,0.00083179405,0.0016919434,0.0015183974,0.006296811],"category_scores_gemma":[0.0016384809,0.00036650954,0.000869447,0.001063867,0.0002737253,0.00093668705,0.0007928915,0.00114582,0.0018600036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006060332,0.0010628705,0.010375776,0.00030928655,0.00030879184,0.0007092689,0.00016072867,0.2511122,0.0048414157,0.010811642,0.03214311,0.68755895],"study_design_scores_gemma":[0.00004025596,0.00006793424,0.00058552844,0.000016551528,0.000036098187,0.00010251994,0.00001868377,0.99275863,0.00074423023,0.003123427,0.002490698,0.000015385127],"about_ca_topic_score_codex":0.03768317,"about_ca_topic_score_gemma":0.050614152,"teacher_disagreement_score":0.03768317,"about_ca_system_score_codex":0.0011623191,"about_ca_system_score_gemma":0.0023002229,"threshold_uncertainty_score":0.07492763},"labels":[],"label_agreement":null},{"id":"W4224280245","doi":"10.1109/iciptm54933.2022.9754100","title":"Predictive COVID-19 Risk and Virus Mutation isolation with CNN based Machine learning Technique","year":2022,"lang":"en","type":"article","venue":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Computer science; Deep learning; Artificial intelligence; Adversarial system; Isolation (microbiology); Artificial neural network; Machine learning; Residual; Data mining; Algorithm","score_opus":0.04648218544801297,"score_gpt":0.3662745111450535,"score_spread":0.3197923256970405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224280245","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12191328,0.001663946,0.8659538,0.00091202103,0.00025474132,0.00015962421,0.00030154616,0.0021940637,0.006646995],"genre_scores_gemma":[0.93654656,0.0005344717,0.057660446,0.00026965578,0.000112423724,0.00008812449,0.0005317162,0.00007325178,0.0041833627],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994795,0.000066966146,0.000032328866,0.00014311582,0.00015512321,0.00012304983],"domain_scores_gemma":[0.9991622,0.00031532947,0.00012459082,0.0000709738,0.0002670871,0.000059852806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083449564,0.0010974888,0.0008443137,0.0011374522,0.00036196082,0.0007497211,0.0011878659,0.0007079904,0.001472219],"category_scores_gemma":[0.0030808775,0.00037764708,0.0007428246,0.0005400139,0.00045048626,0.0012749023,0.00087629724,0.0013298735,0.00040814467],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002523503,0.00016677775,0.015914517,0.0000982021,0.00013137324,0.0004357233,0.00011749342,0.7141816,0.008436811,0.006396542,0.0048885634,0.24898002],"study_design_scores_gemma":[0.0000020741406,0.000013379781,0.00037946273,0.000003349753,0.000007859052,0.000037512393,0.00000507987,0.9977849,0.00084025663,0.0007421447,0.00018046968,0.0000035360472],"about_ca_topic_score_codex":0.011609267,"about_ca_topic_score_gemma":0.008575162,"teacher_disagreement_score":0.011609267,"about_ca_system_score_codex":0.0011606009,"about_ca_system_score_gemma":0.0012754562,"threshold_uncertainty_score":0.023083389},"labels":[],"label_agreement":null}]}