{"id":"W1784924594","doi":"10.7146/dut.v9i16.8419","title":"Progression og underviserkompetencer","year":2014,"lang":"da","type":"article","venue":"Dansk Universitetspædagogisk Tidsskrift","topic":"Education, Healthcare and Sociology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001920169,0.0006469908,0.0007686215,0.0006329838,0.001251457,0.0001161754,0.001403857,0.001267326,0.008463643],"category_scores_gemma":[0.0002588303,0.0006732432,0.0003505711,0.0009694198,0.001304114,0.0003601582,0.0003619006,0.00164766,0.004857534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004088496,"about_ca_system_score_gemma":0.0008050269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001527141,"about_ca_topic_score_gemma":0.0003487404,"domain_scores_codex":[0.9924586,0.002831555,0.0006727804,0.001500415,0.000779272,0.001757381],"domain_scores_gemma":[0.9953713,0.001186178,0.000383018,0.001655712,0.0005311935,0.0008725428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008550644,0.002171687,0.3120972,0.0008077126,0.001048514,0.0002318474,0.0989448,0.00002831447,0.001198962,0.2109061,0.1713126,0.2003973],"study_design_scores_gemma":[0.002538755,0.001384486,0.06985974,0.0002967608,0.0002329459,0.00004342788,0.05409281,0.000218617,0.0001150642,0.002358696,0.8678564,0.00100224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6446191,0.00611503,0.002044352,0.02782426,0.006980094,0.001772926,0.0001655305,0.0005192315,0.3099595],"genre_scores_gemma":[0.9466143,0.001808448,0.0009907953,0.001917178,0.001864542,0.00003041524,0.0004034919,0.0001160298,0.0462548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6965439,"threshold_uncertainty_score":0.9995719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06038669312376308,"score_gpt":0.4359442544165633,"score_spread":0.3755575612928002,"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."}}