{"id":"W7038302952","doi":"","title":"Hallituspuolueiden puheenjohtajista muodostuneet naisjohtajuuden representaatiot videosuoratoistopalveluohjelmassa","year":2024,"lang":"fi","type":"other","venue":"Lauda (University of Lapland)","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polish; Quarter (Canadian coin); Civil servants","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003516339,0.0006489022,0.0008572142,0.0003323054,0.0002521131,0.0001104203,0.001454705,0.00128398,0.004219886],"category_scores_gemma":[0.00005858365,0.0008293493,0.000639974,0.0003749417,0.0006629775,0.00003315883,0.001294013,0.0005616356,0.002012826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009328048,"about_ca_system_score_gemma":0.000310775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282847,"about_ca_topic_score_gemma":0.004458647,"domain_scores_codex":[0.9968975,0.0002447428,0.0003475369,0.001361871,0.0005281215,0.0006202135],"domain_scores_gemma":[0.9976805,0.00003967096,0.0004953266,0.001264195,0.0001873564,0.0003329515],"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":[0.00117176,0.0005025429,0.02931616,0.002547845,0.003637821,0.001471763,0.001990454,0.0000217384,0.01477185,0.005526648,0.9368237,0.002217739],"study_design_scores_gemma":[0.001351684,0.0004071631,0.004281192,0.0005501789,0.0006580158,0.00004178626,0.00108527,0.0000196132,0.001105818,0.0004944432,0.9890645,0.0009403767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04440271,0.02220697,0.002140602,0.001988125,0.002166905,0.001704453,0.007093571,0.0001756179,0.918121],"genre_scores_gemma":[0.1755698,0.002848811,0.0008656092,0.0001585947,0.0005716008,0.00000120312,0.001612708,0.0002021048,0.8181695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1311671,"threshold_uncertainty_score":0.9994158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188737280025203,"score_gpt":0.2157395170925985,"score_spread":0.2038521442923464,"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."}}