{"id":"W2771561723","doi":"10.36510/learnland.v4i2.383","title":"Commentary: Inquiry: Doing What Comes Naturally","year":2011,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curiosity; Instinct; Agency (philosophy); Meaning (existential); Standardization; Pedagogy; Curriculum; Lifelong learning; Process (computing); Psychology; Epistemology; Engineering ethics; Sociology; Social science; Social psychology; Political science; Engineering; Philosophy; Computer science","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":[0.01109829,0.002433807,0.002918199,0.002122368,0.01025213,0.007007657,0.009042317,0.07559084,0.00974899],"category_scores_gemma":[0.08199023,0.001506336,0.002087377,0.002694327,0.0145689,0.01044393,0.005280613,0.09596065,0.010238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01596999,"about_ca_system_score_gemma":0.01819971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0513015,"about_ca_topic_score_gemma":0.0469875,"domain_scores_codex":[0.9871875,0.00537346,0.001257907,0.001941069,0.003152849,0.001087238],"domain_scores_gemma":[0.9421665,0.03839265,0.002531112,0.001592911,0.01221297,0.003103766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003592482,0.000004789231,0.00002729328,0.0001383648,0.000007850538,0.0001919731,0.0005544784,0.00002639393,0.00005926657,0.001424362,0.9964094,0.00112004],"study_design_scores_gemma":[0.0000554555,0.00002777803,0.0002926817,0.0009006186,0.00002871643,0.0005423681,0.001850943,0.0002010434,0.0002440445,0.005836417,0.989944,0.00007596666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001206533,0.001431191,0.0001385404,0.9190819,0.07808986,0.00002720622,0.00008920644,0.00003524886,0.0009861235],"genre_scores_gemma":[0.001739838,0.0009398765,0.0001847719,0.9483538,0.04519278,0.00008866239,0.00002785396,0.00004060708,0.003431885],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07559084,"threshold_uncertainty_score":0.115871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502999571356487,"score_gpt":0.3113587953912372,"score_spread":0.2763287996776723,"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."}}