{"id":"W7010764171","doi":"","title":"Kestävän käsityön toteutuminen perusopetuksen käsityön opetuksessa 1.-6. vuosiluokilla : Opettajan kestävän käsityön mukaisen toiminnan taustalla vaikuttavat tekijät","year":2024,"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); Limiting; Nucleofection; Term (time)","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.003385157,0.006449544,0.008067326,0.007589245,0.002305183,0.001486684,0.01131197,0.005702016,0.05198719],"category_scores_gemma":[0.0006567109,0.008150835,0.004693162,0.006839342,0.005317278,0.00296485,0.01067402,0.006492976,0.1084418],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005278891,"about_ca_system_score_gemma":0.002924375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02556179,"about_ca_topic_score_gemma":0.02898359,"domain_scores_codex":[0.9746599,0.002332632,0.002947668,0.008490435,0.005536217,0.006033109],"domain_scores_gemma":[0.9809924,0.0007713325,0.004539724,0.007922528,0.002099205,0.003674842],"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":[0.002501831,0.004243215,0.006322646,0.008467364,0.01138964,0.01454904,0.01795143,0.0005480676,0.0108986,0.004457235,0.8668737,0.0517972],"study_design_scores_gemma":[0.006328619,0.001316844,0.005926473,0.005586264,0.006714579,0.0008325074,0.01968074,0.001496475,0.0004944058,0.0004820761,0.9432254,0.007915654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1042047,0.00926531,0.0002788994,0.004864627,0.006035779,0.006706208,0.01268804,0.003107287,0.8528492],"genre_scores_gemma":[0.1106054,0.002443533,0.004068453,0.0003909809,0.002526343,0.00001539178,0.002369046,0.004401728,0.8731791],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07635164,"threshold_uncertainty_score":0.9995499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309191173544169,"score_gpt":0.2116009547553426,"score_spread":0.1985090430199009,"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."}}