{"id":"W1484240134","doi":"","title":"Explanation constrains learning, and prior knowledge constrains explanation","year":2010,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; James S. McDonnell Foundation","keywords":"Superadditivity; Generalization; Cognition; Psychology; Cognitive science; Cognitive psychology; Epistemology; Artificial intelligence; Computer science; Mathematics; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0101045,0.0006280132,0.0007982779,0.001787956,0.0009402416,0.004104862,0.001305254,0.002303269,0.008870504],"category_scores_gemma":[0.09179358,0.0009982926,0.0009926897,0.001235983,0.006971291,0.01031517,0.005243774,0.003096797,0.000470281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002365397,"about_ca_system_score_gemma":0.002747771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004788307,"about_ca_topic_score_gemma":0.005794563,"domain_scores_codex":[0.9883038,0.005606877,0.0006986958,0.002212299,0.002386985,0.0007914799],"domain_scores_gemma":[0.830812,0.1431763,0.007634144,0.01305936,0.003054987,0.002263108],"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":[0.0009250334,0.0006980268,0.08502791,0.001269115,0.0004056795,0.0008504677,0.009210471,0.03642255,0.01130361,0.70991,0.002655709,0.1413214],"study_design_scores_gemma":[0.0001790427,0.0001590743,0.03662724,0.0002077324,0.0001474256,0.0003883792,0.001289168,0.02298517,0.003968671,0.9206818,0.01328076,0.00008554143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6496505,0.002845199,0.1993729,0.008710017,0.0001079427,0.0002778192,0.0006449874,0.0005138646,0.1378768],"genre_scores_gemma":[0.9795853,0.0004157432,0.0174198,0.0003751685,0.0000443446,0.0001197882,0.0002876197,0.0000920049,0.00166018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101045,"threshold_uncertainty_score":0.05343837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159427498290495,"score_gpt":0.2834961805340476,"score_spread":0.2619019055511427,"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."}}