{"id":"W4252843669","doi":"10.22329/jtl.v2i2.103","title":"Teaching Controversy","year":2006,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005252107,0.00004748039,0.0001088461,0.00006910929,0.001360841,0.0001268167,0.00007615001,0.00003754743,0.00003618762],"category_scores_gemma":[0.001917605,0.00004075664,0.00004379433,0.00002606711,0.00005435216,0.0001623651,0.00001094874,0.001259069,0.000003220501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005815769,"about_ca_system_score_gemma":0.00008278714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272216,"about_ca_topic_score_gemma":0.00002435083,"domain_scores_codex":[0.9984857,0.0008503682,0.0002054964,0.00005606074,0.0002588627,0.0001434722],"domain_scores_gemma":[0.9992377,0.000470896,0.0001402798,0.00002315106,0.00005067626,0.00007726585],"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":[0.00002243151,0.0001611453,0.04176015,0.00001936685,0.00004110196,0.00002323611,0.1004307,0.0001505051,0.000721437,0.6128888,0.006749459,0.2370316],"study_design_scores_gemma":[0.0002670076,0.00004687849,0.005393911,0.00008634317,0.00001611282,0.00001857545,0.02529654,0.00003183644,0.000005117917,0.009367357,0.9593813,0.0000890477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8277297,0.0003809056,0.00307676,0.01617842,0.0004995042,0.00003028286,6.924452e-8,0.00003669143,0.1520677],"genre_scores_gemma":[0.9819944,0.00001426261,0.008033436,0.0003822637,0.000764802,2.132848e-7,2.387752e-7,0.000004486856,0.008805915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9526318,"threshold_uncertainty_score":0.9999393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270009165768283,"score_gpt":0.3201145357428092,"score_spread":0.3074144440851264,"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."}}