{"id":"W4239738910","doi":"10.1007/s11244-017-0738-8","title":"Preface","year":2017,"lang":"en","type":"article","venue":"Topics in Catalysis","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Philosophy","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":[0.001355407,0.0007886795,0.0005419778,0.002529131,0.002161464,0.003287906,0.001123862,0.001029187,0.4616241],"category_scores_gemma":[0.01168242,0.0002278774,0.0004313409,0.001830145,0.0005312294,0.002445494,0.001805241,0.002594526,0.3157803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914615,"about_ca_system_score_gemma":0.001989212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004217829,"about_ca_topic_score_gemma":0.005876529,"domain_scores_codex":[0.9992278,0.0001186492,0.00004598281,0.0001248277,0.0004070362,0.00007579658],"domain_scores_gemma":[0.994638,0.0007877956,0.0001807211,0.0004837837,0.003091502,0.0008182335],"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":[0.00001765857,0.00001183083,0.00006691495,0.00005655169,0.000001196584,0.00002678289,0.0000596289,0.00003454628,0.00008226591,0.005133569,0.9661887,0.0283203],"study_design_scores_gemma":[0.000002770697,0.000006190559,0.0001771478,0.00006673847,9.056846e-7,0.00002581861,0.00004868068,0.00001627397,0.00005855738,0.001877567,0.9977167,0.000002835588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001320757,0.008303004,0.005660415,0.03509122,0.2301744,0.00041622,0.01109383,0.001636026,0.7063042],"genre_scores_gemma":[0.005389858,0.003325737,0.001745927,0.005468721,0.02723764,0.0001661299,0.005928606,0.0007896331,0.9499477],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4616241,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864975831131444,"score_gpt":0.2986693830121341,"score_spread":0.2800196247008197,"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."}}