{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02160338,0.001136521,0.00106718,0.00283801,0.01755353,0.01353007,0.00432659,0.04907501,0.01793533],"category_scores_gemma":[0.06447314,0.0007923251,0.001366994,0.002841118,0.03612447,0.0223789,0.01856931,0.05371758,0.00210046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01629138,"about_ca_system_score_gemma":0.02242181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02258425,"about_ca_topic_score_gemma":0.01957836,"domain_scores_codex":[0.9760333,0.009845644,0.001219149,0.004566921,0.005848586,0.002486473],"domain_scores_gemma":[0.8755722,0.08885287,0.005928664,0.003838932,0.01605048,0.009756819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001668376,0.000250573,0.005478959,0.0003926663,0.0000419479,0.001104466,0.1326824,0.0001959946,0.000856921,0.4202487,0.4095861,0.02899454],"study_design_scores_gemma":[0.0001243416,0.00007488105,0.00658931,0.00085259,0.00003163849,0.0009701882,0.160091,0.000618025,0.0009458051,0.15675,0.672783,0.0001691231],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005159898,0.001066588,0.0008083047,0.9834687,0.002142905,0.00001538808,0.00003388633,0.0000204101,0.00728391],"genre_scores_gemma":[0.1764012,0.001849461,0.001617444,0.8040387,0.005223279,0.0001668148,0.00007417853,0.0001143083,0.01051459],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04907501,"threshold_uncertainty_score":0.1182028,"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."}}