{"id":"W2806831812","doi":"","title":"Stephen Schofield: Stumble","year":2010,"lang":"en","type":"article","venue":"Espace Sculpture","topic":"Education, Technology, and Ethics","field":"Environmental Science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002703403,0.0001030539,0.00008059678,0.00002387711,0.0001646543,0.00003174908,0.0003264839,0.0003118959,0.004974996],"category_scores_gemma":[0.0001623408,0.00008812991,0.00003849872,0.0002080511,0.000220049,0.0001509281,0.0001177479,0.0008176083,0.001292826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002727223,"about_ca_system_score_gemma":0.00001811207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001621372,"about_ca_topic_score_gemma":0.002851232,"domain_scores_codex":[0.9992247,0.00002141792,0.0000804451,0.0002448056,0.0001954802,0.0002331643],"domain_scores_gemma":[0.999379,0.00002864482,0.00003790507,0.0004557135,0.00001037998,0.00008838135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001266062,0.0002437475,0.567432,0.00002027067,0.00002705099,0.00000704739,0.009939668,0.0001553029,0.06639227,0.02819914,0.3186582,0.008912624],"study_design_scores_gemma":[0.0001579216,0.00002829345,0.1123034,0.000004729148,0.00001056762,0.00000900638,0.001450573,0.00003164183,0.003248001,0.004001792,0.8785489,0.000205167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8700332,0.00005052851,0.0002670289,0.03436417,0.001399442,0.0001856142,0.000002496616,0.0002418573,0.09345567],"genre_scores_gemma":[0.975576,0.00001711816,0.004836567,0.001059965,0.000181015,0.00001355452,0.00000361799,0.00001321277,0.01829894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5598907,"threshold_uncertainty_score":0.9994848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007085766221346136,"score_gpt":0.2622862800576654,"score_spread":0.2552005138363192,"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."}}