{"id":"W1497693980","doi":"10.1126/science.1134999","title":"An Unpredictable Future Should Not Stop You from Planning","year":2006,"lang":"en","type":"article","venue":"Science","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Perspective (graphical); History; Sociology; Environmental ethics; Art; Philosophy; Visual arts","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002266053,0.0009880855,0.0005431693,0.0003257484,0.002704394,0.005121909,0.000874306,0.00268141,0.02657161],"category_scores_gemma":[0.007459154,0.0003886883,0.0004672173,0.000354677,0.005672836,0.01103408,0.004359562,0.00624356,0.01205502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108448,"about_ca_system_score_gemma":0.002593112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409572,"about_ca_topic_score_gemma":0.004911249,"domain_scores_codex":[0.9992301,0.0002531271,0.00003517972,0.0001366403,0.0002167249,0.0001282523],"domain_scores_gemma":[0.9974426,0.0009806529,0.0002628878,0.0001583737,0.0003570717,0.0007984247],"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":[0.00003756975,0.000022484,0.0003052948,0.0003236913,0.00001610648,0.0001934745,0.002097641,0.000285909,0.0002626795,0.06447756,0.8412904,0.09068727],"study_design_scores_gemma":[0.000004136902,0.00002075432,0.0002448088,0.0003669012,0.000003143892,0.000146175,0.002148303,0.00005477722,0.00005732567,0.03956088,0.9573804,0.0000124071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003065343,0.1702652,0.007456101,0.6815999,0.03634987,0.00004700503,0.0002043712,0.0004073406,0.1006049],"genre_scores_gemma":[0.1271325,0.198305,0.01646722,0.1689388,0.01614708,0.0002499507,0.0004055679,0.0005978356,0.4717561],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02657161,"threshold_uncertainty_score":0.08889085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.150349373355079,"score_gpt":0.4589973115665271,"score_spread":0.308647938211448,"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."}}