{"id":"W4407300718","doi":"10.5406/23300841.70.1.17","title":"Contributors","year":2025,"lang":"en","type":"article","venue":"The Polish Review","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004165979,0.00006372669,0.0003285493,0.00003270055,0.0000740996,0.00001277259,0.0001692806,0.00001644841,0.0002226872],"category_scores_gemma":[0.0004654847,0.000045308,0.00009461481,0.000218694,0.0000399088,0.00002772571,0.00005673784,0.00006505262,0.000640097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002384617,"about_ca_system_score_gemma":0.00001001062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009637618,"about_ca_topic_score_gemma":0.00001505728,"domain_scores_codex":[0.9994463,0.000009806758,0.000278925,0.0001092782,0.00001127812,0.0001444189],"domain_scores_gemma":[0.9995577,0.00006604489,0.00008723857,0.0002519252,0.0000169424,0.00002008803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[6.24442e-7,0.000009450845,0.00260577,0.0003797902,0.00003951205,3.291117e-7,0.00004441828,6.247777e-8,2.759581e-7,0.635016,0.3576269,0.0042768],"study_design_scores_gemma":[0.00009753038,0.000003547545,0.004746867,0.0003943839,0.00001792655,5.821662e-7,0.000009387076,0.000002181968,0.000003350414,0.01863757,0.9760377,0.00004897658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004633062,0.7322217,0.00007481241,0.04591531,0.0005362419,0.0002485936,0.00003274946,0.00002143276,0.2204859],"genre_scores_gemma":[0.1243286,0.8098112,0.00003006348,0.03451607,0.0002291041,0.0001240367,0.000007978925,0.00001061801,0.0309423],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6184108,"threshold_uncertainty_score":0.8227364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986791423063651,"score_gpt":0.2657048660455061,"score_spread":0.2358369518148696,"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."}}