{"id":"W2004571620","doi":"10.1177/003172170708800501","title":"It Worked for Me","year":2007,"lang":"en","type":"article","venue":"Phi Delta Kappan","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Pedagogy; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005277423,0.00007482731,0.000135955,0.00006810419,0.00005783521,0.000006022141,0.00004447526,0.00006618265,0.00009540107],"category_scores_gemma":[0.0002084397,0.00005932628,0.00009467939,0.0001274288,0.00004363588,0.00004564035,0.000009397901,0.00007754231,0.00004806557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003162682,"about_ca_system_score_gemma":0.00002423337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005943148,"about_ca_topic_score_gemma":0.00002457157,"domain_scores_codex":[0.9993117,0.000009545824,0.0001989315,0.0001507528,0.0001181797,0.0002108642],"domain_scores_gemma":[0.9993814,0.0002189916,0.00003593436,0.0001731696,0.00009088786,0.00009960551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008715406,0.001958627,0.04376631,0.001498211,0.000507389,0.00009058949,0.008152133,0.00003986907,0.223934,0.02162194,0.1618223,0.5278932],"study_design_scores_gemma":[0.007888421,0.002576899,0.0903651,0.0003852659,0.0003822936,0.0000864911,0.001927005,0.001167516,0.05604427,0.01176544,0.8268136,0.0005977414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596379,0.0001888947,0.01350255,0.01034006,0.0004252058,0.0008265594,0.00001032702,0.0001082745,0.01496016],"genre_scores_gemma":[0.989918,0.000003528209,0.005280385,0.001275245,0.000455541,0.00002387324,0.00004468807,0.00001550761,0.002983239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6649913,"threshold_uncertainty_score":0.2419256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275132108358458,"score_gpt":0.3468868948321268,"score_spread":0.3141355737485422,"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."}}