{"id":"W2971837462","doi":"10.4212/cjhp.v72i4.2924","title":"A Path Forward: The Strategy Towards Sustainability","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Path (computing); Sustainability; Computer science; Business; Computer network; Biology","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":[],"category_scores_codex":[0.0008226463,0.0001675906,0.0001546592,0.00004304232,0.0003881066,0.0001245219,0.0008535394,0.00002489262,0.004512624],"category_scores_gemma":[0.00007114255,0.00009307174,0.0001370209,0.0002448832,0.00043491,0.0004191459,0.0001036952,0.0003774196,0.0003543153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140912,"about_ca_system_score_gemma":0.0007511331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04373955,"about_ca_topic_score_gemma":0.004688072,"domain_scores_codex":[0.9985276,0.00009109795,0.0003013104,0.0001437326,0.0003796832,0.0005565932],"domain_scores_gemma":[0.9990741,0.00004028317,0.0001777018,0.0002712308,0.00003213615,0.0004045236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001163571,0.0001541438,0.7915134,0.00005354634,0.0002001099,0.0005289988,0.01186803,0.00776515,0.0001493654,0.001341583,0.09947054,0.08683871],"study_design_scores_gemma":[0.001509345,0.000541291,0.6614882,0.00001597614,0.00007566695,0.0001561604,0.009880905,0.000345331,0.0005117826,0.01908032,0.3058875,0.0005075323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703088,0.0001589235,0.000005687632,0.01405187,0.0004062164,0.0004122198,0.000004773411,0.000004703782,0.01464684],"genre_scores_gemma":[0.9964788,0.00002251807,0.00001760197,0.0009221457,0.0001153984,0.000005581676,0.000001178015,0.00001643143,0.002420334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2064169,"threshold_uncertainty_score":0.9963974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0077378712121171,"score_gpt":0.2379673375733413,"score_spread":0.2302294663612242,"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."}}