{"id":"W4384157336","doi":"10.1016/j.jocs.2023.102102","title":"The computational planet","year":2023,"lang":"en","type":"article","venue":"Journal of Computational Science","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Council for Canadian Studies","keywords":"Planet; Computer science; Astrobiology; Astronomy; Biology; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001648593,0.000485503,0.0004993846,0.001475071,0.004301953,0.007481218,0.0009040522,0.002409467,0.09342465],"category_scores_gemma":[0.006022017,0.0003363252,0.0004513476,0.00189252,0.005899931,0.01386068,0.008005724,0.004421003,0.01880084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667929,"about_ca_system_score_gemma":0.003614509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004177756,"about_ca_topic_score_gemma":0.003853555,"domain_scores_codex":[0.9988039,0.000416271,0.00003208273,0.0002958714,0.0002673243,0.0001846242],"domain_scores_gemma":[0.9978979,0.000391842,0.00007804955,0.000750917,0.0003599772,0.0005213413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003120981,0.00001093039,0.0003168257,0.00004313415,0.000009585672,0.00003841293,0.0003596037,0.000245649,0.0001336563,0.790911,0.1775357,0.03036435],"study_design_scores_gemma":[0.000005787023,0.000005547706,0.0002636826,0.00005821994,0.000002698275,0.00004830739,0.000343764,0.0002580922,0.00008929701,0.1620799,0.8368385,0.000006229417],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007030292,0.008538555,0.01078455,0.112599,0.003644161,0.00002717241,0.001308532,0.0009139446,0.8551539],"genre_scores_gemma":[0.4352454,0.01775727,0.02039785,0.02928177,0.005741372,0.0002329342,0.004788092,0.002989579,0.4835657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09342465,"threshold_uncertainty_score":0.3125366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829534213741549,"score_gpt":0.2943474346308674,"score_spread":0.2760520924934519,"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."}}