{"id":"W7132927669","doi":"","title":"Siniseen kiedottu: Halun kultivointi itsekasvatuksellisena tehtävänä","year":2022,"lang":"fi","type":"other","venue":"Trepo - Institutional Repository of Tampere University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Turun Yliopisto; Jyväskylän Yliopisto; University of Illinois at Urbana-Champaign; Fordham University; University of Toronto; Tampereen Yliopisto; Opetushallitus; Aalto-Yliopisto; Duquesne University","keywords":"Identification (biology); Process (computing); Product (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008499045,0.001828882,0.00224312,0.002273346,0.004100022,0.0001360761,0.002879806,0.001380172,0.03295706],"category_scores_gemma":[0.0004718464,0.00231264,0.001833954,0.002018035,0.005218781,0.001044447,0.001833256,0.002359378,0.00359085],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006632607,"about_ca_system_score_gemma":0.006262843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004439157,"about_ca_topic_score_gemma":0.00032353,"domain_scores_codex":[0.9892734,0.001522233,0.001626823,0.002857537,0.003402085,0.001317892],"domain_scores_gemma":[0.9916139,0.0005084642,0.003306946,0.002560436,0.001096565,0.0009136581],"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":[0.01324541,0.02029152,0.0662032,0.00524596,0.01952501,0.06023286,0.006424525,0.02890951,0.08219836,0.2261957,0.4677115,0.003816455],"study_design_scores_gemma":[0.003365767,0.0004191485,0.008443044,0.0007524242,0.001718954,0.001386467,0.001710366,0.0002779195,0.001482185,0.00004018995,0.9783307,0.002072788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05332978,0.001717709,0.0000878455,0.0001783961,0.003612464,0.001619025,0.005482758,0.0006336268,0.9333384],"genre_scores_gemma":[0.1748676,0.0002787912,0.001762405,0.00006707478,0.0009504347,0.000007717061,0.00163651,0.0005945886,0.8198348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5106193,"threshold_uncertainty_score":0.9999422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348951237951643,"score_gpt":0.2046272996844198,"score_spread":0.1911377873049034,"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."}}