{"id":"W7038669852","doi":"","title":"Laaja-alaisen erityisopettajan konsultaatio luokanopettajien näkökulmasta","year":2023,"lang":"fi","type":"dissertation","venue":"Jyväskylä University Digital Archive (University of Jyväskylä)","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Government (linguistics); Field (mathematics); Civil servants; Order (exchange); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000470565,0.0006429786,0.0005687789,0.0009515424,0.001329429,0.002982764,0.0003984915,0.0005617638,0.02361718],"category_scores_gemma":[0.0004766829,0.0003561798,0.0006453189,0.001236614,0.0005026674,0.001426219,0.0009856655,0.001619388,0.005447236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007035724,"about_ca_system_score_gemma":0.001258047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002910747,"about_ca_topic_score_gemma":0.01213059,"domain_scores_codex":[0.9995925,0.0000365219,0.00002523201,0.0001225473,0.0001412325,0.00008196977],"domain_scores_gemma":[0.9996344,0.00007069976,0.00005738834,0.0000358795,0.0001467593,0.00005476389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006305353,0.0001894423,0.01364155,0.0007797646,0.0001229321,0.0006713604,0.002820738,0.0002034589,0.9263561,0.004375253,0.00170871,0.04850019],"study_design_scores_gemma":[0.00003728474,0.0006508909,0.08431806,0.0003086205,0.0003286969,0.001113043,0.007920155,0.0009069988,0.6340753,0.003335235,0.2668826,0.0001231474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8599184,0.008838741,0.01281228,0.001093943,0.0004625666,0.0001883407,0.003207105,0.0004008585,0.1130778],"genre_scores_gemma":[0.7581586,0.005808658,0.0178417,0.0006991241,0.00008640714,0.0002827982,0.004364187,0.0003970883,0.2123614],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02361718,"threshold_uncertainty_score":0.07900733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006633587373274682,"score_gpt":0.188305884452972,"score_spread":0.1816722970796973,"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."}}