{"id":"W7005233102","doi":"","title":"Puheenkierrätystutkimus suomen rytmistä","year":2017,"lang":"fi","type":"other","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary health care; Quarter (Canadian coin)","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","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0002170778,0.001139197,0.0009455468,0.0007661292,0.003641685,0.0001362656,0.002541085,0.002492783,0.001131985],"category_scores_gemma":[0.0001373159,0.001402593,0.0008730857,0.0002972266,0.003121867,0.0001152524,0.001272308,0.001014638,0.0007016281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187568,"about_ca_system_score_gemma":0.002881383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125024,"about_ca_topic_score_gemma":0.0008021675,"domain_scores_codex":[0.9956961,0.0004997446,0.0003618836,0.001985102,0.0004510593,0.001006137],"domain_scores_gemma":[0.9960354,0.00007787408,0.0008782751,0.001816845,0.0005025234,0.0006891113],"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":[0.02322667,0.01001619,0.1477583,0.004369351,0.03925996,0.104804,0.003009916,0.002229152,0.04979371,0.2216256,0.2637753,0.1301319],"study_design_scores_gemma":[0.002488596,0.0003570455,0.0004628038,0.0004455578,0.0005622419,0.0004329869,0.0007396489,0.00001908214,0.0006321633,0.000008743372,0.9923288,0.001522315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01609559,0.0009169949,0.0008978393,0.0002526663,0.002260187,0.0007349173,0.0008392491,0.0001259379,0.9778766],"genre_scores_gemma":[0.4536197,0.001295689,0.000292301,0.00008969833,0.0009843732,5.978631e-7,0.0008492286,0.00006582192,0.5428026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7285535,"threshold_uncertainty_score":0.9997811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014861138895955,"score_gpt":0.1888288092469312,"score_spread":0.1786801978579716,"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."}}