{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002148019,0.0001226028,0.0001363329,0.0003748031,0.0001108123,0.00005520495,0.0002184648,0.00006150942,0.0009356742],"category_scores_gemma":[0.0002006176,0.0001375521,0.00006353334,0.001366739,0.00006361392,0.0001088382,0.00001967344,0.00008344172,0.09145701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004630676,"about_ca_system_score_gemma":0.0002682882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0442492,"about_ca_topic_score_gemma":0.1977999,"domain_scores_codex":[0.9986888,0.00002972948,0.0001416509,0.0002315146,0.0002147037,0.0006935911],"domain_scores_gemma":[0.9989414,0.00004039427,0.00003404324,0.0003394422,0.0000506261,0.0005941374],"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":[0.000002550778,0.000003025124,0.004441776,0.000003504408,0.00002917578,0.0004462157,0.0001222386,0.00002471071,0.00034016,0.006693604,0.9862502,0.001642813],"study_design_scores_gemma":[0.0002814386,0.00001475888,0.04529723,0.000008986384,0.00001181368,0.000009341628,0.0001249221,0.0003478613,0.0002323309,0.0007411307,0.9527041,0.0002260418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553358,0.0002350284,0.000005116206,0.005896275,0.001512855,0.0004832644,0.003805788,0.001977374,0.1307485],"genre_scores_gemma":[0.9816936,0.000001138123,0.00001632782,0.0005113168,0.0001554741,0.00001968882,0.0001667542,0.0000813098,0.01735434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1535507,"threshold_uncertainty_score":0.9999776,"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."}}