{"id":"W2980998519","doi":"10.1098/rsfs.2019.0050","title":"Prospecting for life","year":2019,"lang":"en","type":"article","venue":"Interface Focus","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Enthusiasm; Archaeology; Geology; Prospecting; Geochemistry; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001510465,0.001072845,0.000618788,0.001204244,0.005794928,0.01371387,0.001080922,0.003711519,0.3221834],"category_scores_gemma":[0.005580431,0.0003678952,0.0006631849,0.0009400482,0.003717883,0.01411295,0.01435421,0.006408577,0.2308061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983494,"about_ca_system_score_gemma":0.002270492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008466351,"about_ca_topic_score_gemma":0.002539695,"domain_scores_codex":[0.998332,0.0005257014,0.00006504619,0.0002715686,0.00049915,0.0003065366],"domain_scores_gemma":[0.9973893,0.0002433997,0.000115869,0.0002645071,0.0003250977,0.001661838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001502269,0.00001844034,0.0002047772,0.0000817062,0.000002980946,0.0001323891,0.001453991,0.00002765531,0.0001627535,0.05315312,0.8897787,0.05496849],"study_design_scores_gemma":[7.384017e-7,0.000004281334,0.00004040493,0.00003538342,3.277306e-7,0.00007306557,0.0004332806,0.000004214926,0.00001060412,0.002930262,0.9964647,0.000002630316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001576356,0.008089905,0.002269607,0.0888123,0.01435887,0.00008586721,0.0007313881,0.000866028,0.8832096],"genre_scores_gemma":[0.0172366,0.005675417,0.002418229,0.02746089,0.003896463,0.00008509408,0.0007863332,0.0005657549,0.9418752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3221834,"threshold_uncertainty_score":0.9668231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008780838495128337,"score_gpt":0.2662728323878011,"score_spread":0.2574919938926728,"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."}}