{"id":"W7135863610","doi":"","title":"Introduction","year":2015,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00244728,0.000764907,0.0003915758,0.001488423,0.001783571,0.005620503,0.001979031,0.002089675,0.5637457],"category_scores_gemma":[0.00837387,0.0002538198,0.0006049578,0.001387772,0.0009773299,0.002833287,0.003386185,0.001840686,0.4158418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929274,"about_ca_system_score_gemma":0.004597099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003893494,"about_ca_topic_score_gemma":0.004572308,"domain_scores_codex":[0.9981908,0.0002849156,0.00006567223,0.0003769301,0.000833546,0.0002481559],"domain_scores_gemma":[0.9961737,0.0005494421,0.0001502398,0.0004646965,0.001730346,0.000931639],"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":[0.00007649825,0.00006385843,0.0006930574,0.0002954341,0.00000410637,0.000102577,0.0003701626,0.00007043513,0.000424655,0.04199689,0.7542813,0.2016209],"study_design_scores_gemma":[0.000004677268,0.00001397868,0.0003423879,0.0001194343,0.000001829616,0.00006039582,0.0001640505,0.00001573755,0.0001114006,0.003170401,0.9959916,0.000004054329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00176952,0.002516894,0.007984118,0.02099307,0.01100902,0.0004068462,0.005292741,0.001566495,0.9484613],"genre_scores_gemma":[0.008489012,0.001982415,0.003585006,0.008363406,0.002160517,0.0003184105,0.003831857,0.0004775853,0.9707918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4362543,"threshold_uncertainty_score":0.6222637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08609511977722516,"score_gpt":0.3755769918883063,"score_spread":0.2894818721110812,"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."}}