{"id":"W6987682938","doi":"","title":"Typecast : hyödyllinen työväline vai turha näyttelijää määrittelevä haitta?","year":2023,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intellectualization; Identification (biology); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001608969,0.0007904812,0.0005271859,0.0005764381,0.00130044,0.005553943,0.002045778,0.001776239,0.2043294],"category_scores_gemma":[0.005580285,0.0006227304,0.0005901303,0.0006437632,0.001092894,0.006655876,0.002846343,0.002117409,0.09420363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663577,"about_ca_system_score_gemma":0.001898072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004100776,"about_ca_topic_score_gemma":0.008547316,"domain_scores_codex":[0.9988729,0.000127568,0.00007113273,0.0002165972,0.000550019,0.0001617722],"domain_scores_gemma":[0.9970306,0.0005877178,0.0001405058,0.0008465614,0.0009873487,0.0004073029],"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":[0.0007498962,0.0001346225,0.003437728,0.0006965387,0.00002787184,0.0006704858,0.002205679,0.0008579436,0.02585467,0.1019363,0.4980127,0.3654155],"study_design_scores_gemma":[0.00001512886,0.00003438521,0.0004691989,0.00007556227,0.00001135959,0.0002047465,0.0003554352,0.0007962481,0.005936437,0.005664479,0.9864131,0.0000238747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01941748,0.003219213,0.1408219,0.01312902,0.01562846,0.0004336335,0.005623195,0.02706081,0.7746664],"genre_scores_gemma":[0.06086549,0.001985963,0.0417316,0.002760615,0.001056793,0.0002047822,0.003165185,0.006757935,0.8814716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2043294,"threshold_uncertainty_score":0.6835499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053709043498924,"score_gpt":0.274463929424732,"score_spread":0.2439268389897427,"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."}}