{"id":"W1993346020","doi":"10.1503/cmaj.070853","title":"Environment as catalyst","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watson; Helix (gastropod); Computer science; Biology; Artificial intelligence; Ecology","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":[0.009805453,0.00007403773,0.0001158636,0.000136917,0.0008575579,0.0001079939,0.0003231037,0.0003489189,0.02571166],"category_scores_gemma":[0.002104438,0.00008100694,0.00006202934,0.0001086259,0.00009591268,0.0001478433,0.00001249866,0.0005578924,0.003556376],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005860039,"about_ca_system_score_gemma":0.004746107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01692858,"about_ca_topic_score_gemma":0.1466789,"domain_scores_codex":[0.99722,0.0001522396,0.0003545671,0.0001187352,0.001464139,0.0006903446],"domain_scores_gemma":[0.9970481,0.0002890959,0.0001761233,0.0000628241,0.00008484288,0.002338957],"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":[0.000006298005,0.00005004876,0.2864681,0.000001981834,0.0002219396,0.0009333345,0.03289888,0.000002780412,0.000007108181,0.02398477,0.3789139,0.2765109],"study_design_scores_gemma":[0.0002055238,0.000006262269,0.01637793,0.000006419549,0.000005363844,0.0000246529,0.006712424,9.914937e-7,0.000006982253,0.001197955,0.9753536,0.0001019252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3325032,0.0001727279,0.0003168701,0.08646014,0.003749748,0.0001791334,0.000006086714,0.00004327807,0.5765688],"genre_scores_gemma":[0.9139162,0.0006890861,0.0008861067,0.03680528,0.007173256,0.000006623008,0.00001167905,0.00002952552,0.04048219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5964397,"threshold_uncertainty_score":0.9979563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007099772341544314,"score_gpt":0.2506706425604179,"score_spread":0.2435708702188736,"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."}}