{"id":"W6893656360","doi":"10.5281/zenodo.4481646","title":"[FILM]_MAGYARUL™ — Little Fish (2021) — Teljes Filmek Videa Magyarul pxt","year":2021,"lang":"hu","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital Media and Philosophy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Population; Context (archaeology); TSG101","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008256307,0.0004544338,0.0004482233,0.0003445615,0.002469527,0.006389263,0.003322656,0.0001970099,0.04298953],"category_scores_gemma":[0.002233168,0.0005206732,0.0002326127,0.002142417,0.000408569,0.001448722,0.005518661,0.0007318946,0.0485848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007939,"about_ca_system_score_gemma":0.00005108384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001887025,"about_ca_topic_score_gemma":9.371139e-7,"domain_scores_codex":[0.9948616,0.0008440971,0.0006682958,0.001421438,0.001144562,0.001060002],"domain_scores_gemma":[0.9953942,0.0001598009,0.0002469023,0.001765725,0.001696621,0.0007367913],"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":[0.00005719772,0.0006413127,0.000008702605,0.0002613592,0.000138275,0.0005799815,0.002970821,0.00005805417,0.001763935,0.03401002,0.599822,0.3596883],"study_design_scores_gemma":[0.0007211817,0.0004183341,0.0004359346,0.0001722814,0.0000344428,0.000378951,0.0003036414,0.001476715,0.002609159,0.004035803,0.9888328,0.000580791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008690549,0.00136818,0.01474295,0.0196065,0.002533801,0.0009989631,0.001869588,0.001635038,0.9485545],"genre_scores_gemma":[0.920057,0.001943315,0.004584312,0.00528935,0.003895479,4.568035e-7,0.0075672,0.00600109,0.05066182],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9113664,"threshold_uncertainty_score":0.9997245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03412783127972487,"score_gpt":0.2322532211858542,"score_spread":0.1981253899061293,"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."}}