{"id":"W2056971972","doi":"10.1111/j.1552-6356.2003.tb00108.x","title":"A New Perspective","year":2003,"lang":"en","type":"article","venue":"AWHONN Lifelines","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Perspective (graphical); Computer science; Medicine; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001082881,0.00008077032,0.00007790719,0.00001308221,0.0001335099,0.0000197187,0.0001225224,0.00002022127,0.0004374773],"category_scores_gemma":[0.0001981245,0.00006205748,0.00003746023,0.0002548851,0.00009799921,0.0001482118,0.00005573052,0.00003910053,0.002589667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000475455,"about_ca_system_score_gemma":0.00001391747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006319396,"about_ca_topic_score_gemma":0.0002338642,"domain_scores_codex":[0.9992936,0.00001712859,0.00008728313,0.0002183909,0.0001816619,0.0002019244],"domain_scores_gemma":[0.9997205,0.00002640214,0.00002390363,0.0001373682,0.000009544035,0.00008234108],"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":[0.00001458297,0.0001140363,0.4348066,0.000002732163,0.00002912472,0.00001752981,0.006927954,0.0002720197,0.006483456,0.005072676,0.5391454,0.007113865],"study_design_scores_gemma":[0.0009141459,0.0001988576,0.1530467,0.00001794153,0.00004209809,0.00004683065,0.02646393,0.0001269794,0.008367918,0.08186866,0.7281123,0.0007935639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6701025,0.001174356,0.001989715,0.006440992,0.003056338,0.0003230766,0.000003677777,0.0002343703,0.3166749],"genre_scores_gemma":[0.9789975,0.0001152482,0.006670771,0.0007736036,0.004390657,0.000007471373,3.491354e-7,0.000009604725,0.009034785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.308895,"threshold_uncertainty_score":0.9981869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477742231982214,"score_gpt":0.2692441081680165,"score_spread":0.2544666858481944,"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."}}