{"id":"W4408369889","doi":"10.5771/9781610484282-135","title":"Part 2. PRACTICAL APPLICATIONS OF THE MODEL’S PARADIGM","year":2011,"lang":"en","type":"book-chapter","venue":"Teaching and Learning","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001098129,0.0006358791,0.0003535355,0.0007030868,0.001157373,0.002806058,0.001081826,0.002016854,0.03923045],"category_scores_gemma":[0.001733303,0.0002916783,0.0008040188,0.0006347906,0.003599411,0.004117157,0.001142195,0.002306955,0.00759255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002530845,"about_ca_system_score_gemma":0.001652434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849305,"about_ca_topic_score_gemma":0.002188343,"domain_scores_codex":[0.9995172,0.0002012709,0.00001707287,0.00006958415,0.0001554106,0.00003955774],"domain_scores_gemma":[0.9995005,0.0002422786,0.00002470709,0.0001115783,0.0000864161,0.00003453107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004540039,0.00001510486,0.00002789048,0.00003116687,0.000001472238,0.00001384983,0.0001151946,0.0004557426,0.0001013689,0.9607347,0.02618607,0.01231292],"study_design_scores_gemma":[0.000004227094,0.000007321059,0.00009301186,0.00006379822,0.000002065098,0.00005943859,0.00008920772,0.001132865,0.0001633804,0.8255412,0.1728383,0.000005221159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002547456,0.006472437,0.08767973,0.0198649,0.002996476,0.00007049335,0.0001999334,0.0002518789,0.8799167],"genre_scores_gemma":[0.2106562,0.009830907,0.07452589,0.007450324,0.002910875,0.0004866271,0.0004871165,0.000494034,0.6931581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9607695,"threshold_uncertainty_score":0.1312389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08297600434288692,"score_gpt":0.3081547451428844,"score_spread":0.2251787407999975,"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."}}