{"id":"W7066988728","doi":"","title":"Käsityökasvatuksen tulevaisuus : Aineenopettajaopiskelijoiden visioita tulevaisuuden käsityöoppiaineesta perusopetuksen 7. luokalla","year":2023,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Work (physics); Population; Independence (probability theory); Order (exchange)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.002824201,0.003666048,0.005371037,0.005944056,0.001527809,0.000458688,0.008336905,0.003712037,0.04707068],"category_scores_gemma":[0.001157292,0.004900016,0.002859097,0.005543882,0.002780454,0.001825629,0.006160346,0.003533007,0.1357489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002858113,"about_ca_system_score_gemma":0.00161137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02046467,"about_ca_topic_score_gemma":0.03202338,"domain_scores_codex":[0.9834759,0.001612056,0.00180845,0.004782993,0.004343495,0.003977065],"domain_scores_gemma":[0.9855113,0.001330869,0.003642906,0.005836575,0.001488346,0.002189987],"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":[0.001848226,0.00195358,0.006616014,0.003093228,0.00790407,0.006851952,0.01137828,0.0005906897,0.003962271,0.004367533,0.9322074,0.01922673],"study_design_scores_gemma":[0.007613548,0.0009710276,0.02246916,0.003884441,0.003476489,0.0001737121,0.009439372,0.002483625,0.00009916859,0.0004269283,0.943411,0.005551562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08513473,0.00493056,0.0006701387,0.004820239,0.005945761,0.007417252,0.01566289,0.008064945,0.8673535],"genre_scores_gemma":[0.03750542,0.003778583,0.004347154,0.0001821593,0.001843313,0.000005619519,0.001367549,0.006245504,0.9447247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08867825,"threshold_uncertainty_score":0.9999334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325557759053748,"score_gpt":0.2125656240148334,"score_spread":0.199310046424296,"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."}}