{"id":"W1839610420","doi":"10.4471/redimat.2013.19","title":"Three Key Concepts of the Theory of Objectification: Knowledge, Knowing, and Learning","year":2013,"lang":"en","type":"article","venue":"Journal of Research in Mathematics Education","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Objectification; Epistemology; Sketch; Dialectic; Key (lock); Hegelianism; Sociology; Underpinning; Learning theory; Psychology; Cognitive science; Philosophy; Computer science; Pedagogy; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01293499,0.00004709523,0.0001367308,0.000336872,0.000270067,0.00005996145,0.0002919556,0.00005531264,0.0002757495],"category_scores_gemma":[0.01157596,0.0000336616,0.00003542078,0.0009001074,0.0005977024,0.0003375774,0.00003519538,0.0006480859,0.000008849364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009349357,"about_ca_system_score_gemma":0.001691363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002109393,"about_ca_topic_score_gemma":0.00006844625,"domain_scores_codex":[0.9973736,0.001438861,0.0004605029,0.00006595447,0.0005266794,0.0001343798],"domain_scores_gemma":[0.9937161,0.002934155,0.0007652577,0.000128087,0.002409145,0.00004727026],"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":[0.00001235892,0.000966528,0.0519448,0.0003680034,0.00003461855,8.283637e-8,0.3835434,0.00001281386,0.001751186,0.4997394,0.003655782,0.05797094],"study_design_scores_gemma":[0.0002548386,0.0001268918,0.1506422,0.001164517,0.00001663152,0.000007272321,0.5699605,0.0001198223,0.001224807,0.2469561,0.02942831,0.00009823949],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400163,0.0009201156,0.0003392956,0.005028955,0.0005018038,0.0003745281,1.363373e-7,0.000003221154,0.05281567],"genre_scores_gemma":[0.993556,0.0001418936,0.003052786,0.000008898926,0.0001816266,0.00001157205,1.76415e-7,0.000005772207,0.003041271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2527834,"threshold_uncertainty_score":0.9967499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1696684258451397,"score_gpt":0.5124923075272976,"score_spread":0.3428238816821579,"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."}}