{"id":"W2509896337","doi":"10.1080/14926150509556653","title":"A reply to Roth","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Situated; Argument (complex analysis); Humanities; Normative; Sociology; Philosophy; Epistemology; Ethnomethodology","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":[0.01677267,0.001384585,0.002606354,0.001984878,0.009606585,0.01393166,0.004357545,0.06301157,0.01850808],"category_scores_gemma":[0.1049224,0.0009458894,0.001606868,0.002011743,0.02283719,0.01903813,0.008737046,0.08000167,0.008753515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00944329,"about_ca_system_score_gemma":0.01343619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01511483,"about_ca_topic_score_gemma":0.01987302,"domain_scores_codex":[0.9845879,0.004645459,0.0008796104,0.003589702,0.004367957,0.001929354],"domain_scores_gemma":[0.9437034,0.03513642,0.002741442,0.003163611,0.009879934,0.005375172],"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":[0.00001435693,0.000004655427,0.00005513601,0.00002922627,0.00001004728,0.00005351819,0.0002681806,0.00001350957,0.00001778245,0.02917006,0.9685148,0.001848651],"study_design_scores_gemma":[0.00005749806,0.00001451904,0.000297472,0.0004681057,0.00002737905,0.0001860521,0.001782634,0.00005743213,0.0001056582,0.05325608,0.9436795,0.00006782258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005479994,0.002413619,0.00004107196,0.9786921,0.01747291,0.000001200654,0.000009885446,0.000005913299,0.001308388],"genre_scores_gemma":[0.00240173,0.0008559223,0.00009081291,0.977689,0.01365751,0.000008489906,0.000006605611,0.00003120408,0.005258664],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06301157,"threshold_uncertainty_score":0.08870345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802798125562592,"score_gpt":0.353464667950934,"score_spread":0.325436686695308,"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."}}