{"id":"W2583065789","doi":"10.7202/1073383ar","title":"Understanding \"Understanding Skills\": A Response","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257958,0.00007829454,0.0001247078,0.00007355394,0.000679285,0.0001449753,0.00015834,0.00006853009,0.0007254896],"category_scores_gemma":[0.001267245,0.00008058662,0.00006914396,0.0005411746,0.0001129506,0.0001668851,0.000025281,0.00008484852,0.0002243688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006414105,"about_ca_system_score_gemma":0.0002904117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006818012,"about_ca_topic_score_gemma":0.0002439461,"domain_scores_codex":[0.9985706,0.0004970523,0.0001794701,0.000179199,0.0002920899,0.0002816012],"domain_scores_gemma":[0.998902,0.0006105087,0.00007608836,0.0001050626,0.00002621437,0.0002801749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007344197,0.00002748038,0.01911211,0.00002013357,0.00003036498,0.000005691043,0.4353257,0.000007286354,0.0003302722,0.4925931,0.05234406,0.0001302984],"study_design_scores_gemma":[0.0003260331,0.00005269423,0.001410869,0.00005065757,0.00002023112,0.000001106233,0.5335267,0.00004915402,0.00004797534,0.01291936,0.4512982,0.0002970602],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2790265,0.0002562373,0.07082476,0.3411263,0.001549824,0.0007517373,0.00002639442,0.0007205799,0.3057176],"genre_scores_gemma":[0.995389,0.00003473284,0.0001623574,0.002708995,0.0006535022,0.000007725152,9.116785e-7,0.00001219005,0.001030536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7163625,"threshold_uncertainty_score":0.7943603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3625467670994921,"score_gpt":0.3957202872390037,"score_spread":0.03317352013951153,"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."}}