{"id":"W4229984397","doi":"10.32396/usurj.v7i1.603","title":"Interconnected","year":2021,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Material Properties and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001134301,0.0006987819,0.0003453972,0.0009207465,0.0008188756,0.0009163796,0.000937713,0.0005540274,0.1943242],"category_scores_gemma":[0.0003741298,0.0003418335,0.000314963,0.0007225365,0.0002842652,0.001256739,0.001348619,0.0006685019,0.06382027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000412955,"about_ca_system_score_gemma":0.0004009125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165481,"about_ca_topic_score_gemma":0.003942765,"domain_scores_codex":[0.9996759,0.00001273675,0.000008828129,0.00009995412,0.0001349802,0.00006758624],"domain_scores_gemma":[0.9997917,0.00001128125,0.00001761277,0.00004671832,0.0001000478,0.00003271705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006381908,0.0001768127,0.001823873,0.001215619,0.00005217683,0.001121364,0.0004557543,0.003199845,0.4183233,0.03839039,0.1846005,0.3500022],"study_design_scores_gemma":[0.00004997338,0.0002505132,0.002538763,0.0001559524,0.00004300085,0.0005781574,0.0003217864,0.00415166,0.162115,0.00559946,0.8241513,0.00004436754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07036304,0.002636993,0.0656445,0.000879833,0.002409403,0.0006205054,0.006357867,0.01110948,0.8399784],"genre_scores_gemma":[0.303867,0.002165586,0.03581152,0.0008950818,0.0001916702,0.0003645437,0.007899631,0.002138847,0.6466661],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1943242,"threshold_uncertainty_score":0.650079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227777480735002,"score_gpt":0.250434443957435,"score_spread":0.2181566691500849,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}