{"id":"W2201748480","doi":"10.1089/ast.2015.1113","title":"A Strategy for Origins of Life Research","year":2015,"lang":"en","type":"article","venue":"Astrobiology","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Jet Propulsion Laboratory; California Institute of Technology; John Templeton Foundation","keywords":"Domain (mathematical analysis); Framing (construction); Key (lock); Computer science; Sociology; History; Archaeology; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006334981,0.00006159033,0.0001564067,0.00006128101,0.00004415038,0.00001242929,0.0001860296,0.00003624774,0.00007842705],"category_scores_gemma":[0.00004669619,0.00004939905,0.00004805416,0.0001538721,0.0001734754,0.0000607501,0.00003397476,0.000088466,0.00005588248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001813502,"about_ca_system_score_gemma":0.0004511626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008361094,"about_ca_topic_score_gemma":0.00001294257,"domain_scores_codex":[0.9992153,0.00007613649,0.0001552653,0.0001619148,0.0000728496,0.0003185103],"domain_scores_gemma":[0.9993868,0.0001072789,0.00005167236,0.0001459861,0.0001757219,0.000132557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003593791,0.0001972755,0.1447439,0.00000769013,0.00007771533,3.762209e-7,0.0003419042,0.0008764491,0.01624744,0.7912239,0.03862344,0.007300506],"study_design_scores_gemma":[0.01424051,0.0104752,0.01225955,0.00005936734,0.00006619078,0.000003626971,0.02814498,0.002148394,0.05366441,0.2105052,0.6673545,0.001078057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869197,0.00002465865,0.004441766,0.0004064826,0.0003472317,0.0002614702,0.00006158638,0.00001046289,0.007526632],"genre_scores_gemma":[0.9983488,2.309366e-7,0.0008239374,0.0000149026,0.0004798106,0.00003256858,0.00003133902,0.000004902492,0.0002635393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6287311,"threshold_uncertainty_score":0.2014435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2444720259100036,"score_gpt":0.4178467759159993,"score_spread":0.1733747500059957,"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."}}