{"id":"W4323667955","doi":"10.33137/ic.v12i.40515","title":"Contributors","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002814546,0.001025504,0.0007407043,0.004318139,0.002605691,0.005387602,0.001380416,0.001861853,0.6919135],"category_scores_gemma":[0.01820426,0.0003546787,0.000447495,0.00181973,0.0006690858,0.001500726,0.002751331,0.001929304,0.5360438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003731127,"about_ca_system_score_gemma":0.008723998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01694601,"about_ca_topic_score_gemma":0.03237574,"domain_scores_codex":[0.9972528,0.0003903586,0.00008643515,0.0003735536,0.001500166,0.0003967105],"domain_scores_gemma":[0.9831399,0.001283819,0.0004596178,0.0008847161,0.01039946,0.003832482],"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":[0.00002396403,0.000008613462,0.0001641926,0.00005277302,0.00000139894,0.00003796855,0.00003498093,0.00001214943,0.00005480956,0.001101987,0.9815862,0.01692096],"study_design_scores_gemma":[0.000003889314,0.00000190539,0.0001303696,0.00005402438,0.000001582282,0.0000336365,0.00005067238,0.00001167406,0.00003081759,0.000183158,0.9994961,0.000002136573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001288309,0.004819724,0.002349484,0.04439674,0.06890126,0.0007938639,0.01637733,0.002750343,0.858323],"genre_scores_gemma":[0.002205967,0.0009134312,0.0008367592,0.005318217,0.002902076,0.0002225427,0.002921314,0.0005708249,0.9841089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3080865,"threshold_uncertainty_score":0.4394479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838053810909591,"score_gpt":0.2547957618143127,"score_spread":0.2364152237052168,"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."}}