{"id":"W4391117166","doi":"10.29173/assert70","title":"Competence Learning Brought to Life","year":2024,"lang":"en","type":"article","venue":"Annals of Social Studies Education Research for Teachers","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Curriculum; Psychology; Mathematics education; Pedagogy; Recall; Social psychology; Cognitive psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008542391,0.0005385019,0.0004998737,0.001264924,0.01039276,0.01239909,0.0008778271,0.002485066,0.008592879],"category_scores_gemma":[0.01606098,0.000274139,0.000749134,0.0005232343,0.01609037,0.01071642,0.02103247,0.009394645,0.002357063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005976703,"about_ca_system_score_gemma":0.008959835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456114,"about_ca_topic_score_gemma":0.002620954,"domain_scores_codex":[0.9924144,0.003952463,0.0001778541,0.0007819689,0.001452709,0.00122065],"domain_scores_gemma":[0.9903235,0.001940531,0.0004437824,0.0008901332,0.001231435,0.005170525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004791972,0.0003346892,0.003664455,0.0001614164,0.00002616974,0.001300907,0.2369556,0.0002537325,0.001636848,0.5400054,0.07032769,0.1452852],"study_design_scores_gemma":[0.00001914573,0.0001517619,0.002901594,0.0003841165,0.00001791376,0.0009304535,0.08903611,0.0002292408,0.001553978,0.1378014,0.7669145,0.00005974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1497528,0.007655184,0.0213658,0.2021828,0.007699304,0.0001174521,0.000130149,0.0003800135,0.6107165],"genre_scores_gemma":[0.9083935,0.002110605,0.007524108,0.00815471,0.000948789,0.0001040601,0.00009346849,0.0001410101,0.07252964],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01239909,"threshold_uncertainty_score":0.04517698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6756782531374478,"score_gpt":0.6441666185254096,"score_spread":0.03151163461203821,"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."}}