{"id":"W4306810745","doi":"10.33137/ic.v36i1.39384","title":"Contributors","year":2022,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002395025,0.000110656,0.0001271561,0.0002221719,0.0004060738,0.00003494819,0.0003206667,0.00001970434,0.01103392],"category_scores_gemma":[0.00006499774,0.0001413275,0.00006598088,0.0005919313,0.000046479,0.0000764243,0.00006031313,0.0001776812,0.003144185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742798,"about_ca_system_score_gemma":0.000446557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07547842,"about_ca_topic_score_gemma":0.1083059,"domain_scores_codex":[0.9986855,0.00008553493,0.0001409817,0.0002336686,0.0003286528,0.0005256351],"domain_scores_gemma":[0.9990986,0.00002372715,0.00005114864,0.0003398758,0.00002999914,0.000456657],"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":[0.000009732125,0.00001803527,0.00423753,0.000001835898,0.00003904498,0.0004678897,0.0002351682,0.0001970411,0.0002663096,0.0144279,0.9787775,0.001321984],"study_design_scores_gemma":[0.0003092947,0.00003990305,0.00465123,9.962365e-7,0.00001195491,0.00004636397,0.0003050096,0.0001355622,0.00006038233,0.0003991209,0.9938433,0.0001968394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7581738,0.001338489,0.00001012762,0.006773957,0.002556561,0.0008243404,0.01460362,0.0006260696,0.2150931],"genre_scores_gemma":[0.9885802,1.473078e-7,0.00002551032,0.001484643,0.00008259123,0.00007172561,0.0001268998,0.00006678949,0.009561517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2304064,"threshold_uncertainty_score":0.997632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00684019842460763,"score_gpt":0.1936473072962305,"score_spread":0.1868071088716229,"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."}}