{"id":"W4409595984","doi":"10.63485/mn9yw-mb356","title":"Geist: We'll get the opposite of what we need","year":2006,"lang":"en","type":"preprint","venue":"","topic":"Psychology, Coaching, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geist; Philosophy; Epistemology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008106738,0.0006095652,0.0008218958,0.0002772601,0.000136201,0.0001739414,0.001579095,0.001036048,0.004277321],"category_scores_gemma":[0.00001247179,0.0004280417,0.0005450371,0.0001805163,0.0003843032,0.0001076118,0.0004254229,0.001518452,0.0008218137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005233299,"about_ca_system_score_gemma":0.00006681627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00251435,"about_ca_topic_score_gemma":0.0005428141,"domain_scores_codex":[0.9964874,0.0007203693,0.0008288292,0.0009981757,0.0003187669,0.0006464707],"domain_scores_gemma":[0.9961216,0.0003238319,0.0006141438,0.00271539,0.0001063212,0.0001186647],"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":[0.00130311,0.002733305,0.006601695,0.0003243975,0.0034934,0.00008122899,0.03435454,0.0002714635,0.002928775,0.09739525,0.714513,0.1359998],"study_design_scores_gemma":[0.002035392,0.0001740083,0.01647496,0.0002740839,0.0001841503,0.0001004625,0.001868,0.00003438966,0.0001546869,0.05201715,0.9257676,0.0009150889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2311893,0.04865828,0.01702363,0.03200155,0.02141426,0.001870144,0.0001695943,0.000493647,0.6471796],"genre_scores_gemma":[0.7443671,0.01438362,0.002474486,0.009548914,0.002637729,0.0003801422,0.0004827937,0.0002960278,0.2254292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5131778,"threshold_uncertainty_score":0.9999562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05522554104850196,"score_gpt":0.3568387293103879,"score_spread":0.3016131882618859,"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."}}