{"id":"W4247145655","doi":"10.1145/3268808","title":"Proceedings of the 2nd International Conference on E-Society, E-Education and E-Technology","year":2018,"lang":"en","type":"paratext","venue":"","topic":"Innovative Educational Techniques","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Work (physics); Political science; Media studies; Engineering ethics; Sociology; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002330357,0.0008549808,0.0009212226,0.001212467,0.001112458,0.005254939,0.001213789,0.001452601,0.0990445],"category_scores_gemma":[0.003112974,0.0002232358,0.0005470474,0.001141676,0.001001717,0.003737516,0.002435054,0.002451866,0.041745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163145,"about_ca_system_score_gemma":0.002393106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002450943,"about_ca_topic_score_gemma":0.00500906,"domain_scores_codex":[0.9985216,0.0003722013,0.00008411521,0.0001815631,0.0006529883,0.0001875062],"domain_scores_gemma":[0.9970456,0.000511531,0.00006947566,0.0003758807,0.001138155,0.0008593474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001951818,0.0002304111,0.0006964612,0.0005245229,0.00003617215,0.0003079956,0.0006672199,0.0003715717,0.004696596,0.009855324,0.7340649,0.2483536],"study_design_scores_gemma":[0.000007652353,0.00004015734,0.0007927981,0.0001526359,0.00001788567,0.0001936869,0.0003450642,0.0007941571,0.001235214,0.002077896,0.9943287,0.0000142628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02851293,0.06725828,0.1097173,0.02888321,0.1475973,0.0008644675,0.003705017,0.005570754,0.6078908],"genre_scores_gemma":[0.0609001,0.02402962,0.02688061,0.002172828,0.0081548,0.0003705654,0.00748903,0.001408711,0.8685937],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9009555,"threshold_uncertainty_score":0.3313369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04135083389340696,"score_gpt":0.3966821673169912,"score_spread":0.3553313334235843,"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."}}