{"id":"W4403925633","doi":"10.22269/240917","title":"Little Big Worlds","year":2024,"lang":"en","type":"article","venue":"Places","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geography","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":[0.002227807,0.0008240069,0.0005961353,0.001860933,0.005994315,0.01726464,0.001834554,0.003654191,0.2060969],"category_scores_gemma":[0.009942406,0.0004937408,0.0004776378,0.002085603,0.009419777,0.02626246,0.009555134,0.006639471,0.05248148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002621295,"about_ca_system_score_gemma":0.003981434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003733188,"about_ca_topic_score_gemma":0.008138535,"domain_scores_codex":[0.9983928,0.0004900856,0.00004215716,0.0002584321,0.0005393497,0.0002771623],"domain_scores_gemma":[0.994303,0.001082508,0.0001881723,0.000945373,0.0008272092,0.002653704],"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":[0.00003891182,0.00003770905,0.0004744365,0.00008932167,0.000009111425,0.00008415781,0.001255935,0.00007603924,0.0001305294,0.470536,0.4771266,0.05014135],"study_design_scores_gemma":[0.000004181489,0.000007369965,0.0001599997,0.000111552,0.000002924371,0.00005646065,0.001290955,0.00004312745,0.00004222449,0.1100924,0.8881814,0.000007365651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003648166,0.01013668,0.00468477,0.1318507,0.01092398,0.00003291032,0.0006164574,0.0004890139,0.8376173],"genre_scores_gemma":[0.09187961,0.009590903,0.003803778,0.05758506,0.00518036,0.000123394,0.0008292311,0.0008474143,0.8301601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2060969,"threshold_uncertainty_score":0.689463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745627646423853,"score_gpt":0.2688363877468735,"score_spread":0.251380111282635,"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."}}