{"id":"W4383875882","doi":"10.1002/cem.3508","title":"Planetary and space science special issue","year":2023,"lang":"en","type":"article","venue":"Journal of Chemometrics","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Space (punctuation); Work (physics); Space Science; Field (mathematics); Engineering ethics; Political science; Environmental ethics; Sociology; Computer science; Operations research; Engineering; Mathematics; 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":[0.003355438,0.002366116,0.002512535,0.003193771,0.00262515,0.01067138,0.002449561,0.00492093,0.2300534],"category_scores_gemma":[0.009948275,0.0008393172,0.002129413,0.001504408,0.001602719,0.005032953,0.003557933,0.006066684,0.1364519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051827,"about_ca_system_score_gemma":0.003355636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009309687,"about_ca_topic_score_gemma":0.001207295,"domain_scores_codex":[0.9971936,0.0002384901,0.0002673565,0.0005205841,0.001409425,0.0003705498],"domain_scores_gemma":[0.9911337,0.001253246,0.0005892018,0.001185749,0.003664679,0.002173367],"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":[0.00003491982,0.00004505233,0.0002336597,0.0003019035,0.00001940628,0.0001344041,0.00002345792,0.00005854726,0.0002893739,0.001896788,0.9711901,0.02577237],"study_design_scores_gemma":[0.000008411637,0.00003298714,0.0005135685,0.0001537624,0.000009422672,0.0002087735,0.00002677474,0.00004391008,0.0001005797,0.001148747,0.9977458,0.000007144551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006037052,0.01208194,0.0008984869,0.01824951,0.856979,0.0002326743,0.001626946,0.0007000433,0.1086277],"genre_scores_gemma":[0.003923775,0.01630688,0.0007949537,0.009812994,0.7749637,0.0002065819,0.002926408,0.0008559461,0.1902087],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2300534,"threshold_uncertainty_score":0.7696053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177958703855056,"score_gpt":0.2390716247777191,"score_spread":0.2212757543922135,"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."}}