{"id":"W4234103090","doi":"10.1007/s10649-006-9061-1","title":"Book review","year":2007,"lang":"en","type":"article","venue":"Educational Studies in Mathematics","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics education; Sociology; Epistemology; Calculus (dental); Mathematics; Philosophy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006695623,0.0005869337,0.0008932137,0.003311387,0.0007399209,0.003483469,0.001479661,0.001595988,0.2682739],"category_scores_gemma":[0.00369466,0.0003065764,0.0004270017,0.004055704,0.0005159043,0.001970507,0.001319003,0.00197714,0.2187964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284911,"about_ca_system_score_gemma":0.00246807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003500708,"about_ca_topic_score_gemma":0.009588495,"domain_scores_codex":[0.9994352,0.00006178435,0.00002540545,0.0000596807,0.0003658603,0.00005195618],"domain_scores_gemma":[0.9983038,0.0003560271,0.0000856715,0.00009532741,0.0008582249,0.0003009287],"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":[0.000006698489,0.00001042742,0.00002195969,0.0002343258,0.000002477052,0.00002331414,0.00001368564,0.00003068183,0.00004868445,0.00122948,0.9115287,0.08684961],"study_design_scores_gemma":[0.000002086066,0.000003222402,0.00005331137,0.0002041721,0.000001682125,0.00005310621,0.00001071144,0.000005175551,0.0000121,0.0003273678,0.9993254,0.000001660496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003781112,0.4409521,0.001340917,0.02513663,0.05609154,0.0001427123,0.001586696,0.000467314,0.4739041],"genre_scores_gemma":[0.001439495,0.1637311,0.0008573848,0.008940653,0.01284939,0.00007928273,0.001218743,0.0001835971,0.8107005],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2682739,"threshold_uncertainty_score":0.8974658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06253145109679434,"score_gpt":0.4122147738548652,"score_spread":0.3496833227580708,"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."}}