{"id":"W4239246572","doi":"10.1163/9789004377189_020","title":"The Future Will Be Found in Walking Together","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centennial College","funders":"","keywords":"Computer science; Physical medicine and rehabilitation; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002039682,0.0001947921,0.0001695583,0.0000372207,0.0001528292,0.0001528598,0.0003001888,0.0001073043,0.004832973],"category_scores_gemma":[0.000001455578,0.0001179693,0.00009901555,0.00003385648,0.0001199908,0.000122914,0.00006328121,0.000238394,0.0002834125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002004592,"about_ca_system_score_gemma":0.00008102309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009965195,"about_ca_topic_score_gemma":0.0006181971,"domain_scores_codex":[0.9991418,0.000009448648,0.0001832801,0.0002544982,0.0001587437,0.0002522535],"domain_scores_gemma":[0.9994639,0.00004954378,0.00009358773,0.0003049196,0.00003749772,0.0000506129],"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":[0.00002130592,0.000009320144,0.0007551098,0.00000323132,0.00004861494,0.000002729152,0.0004955248,0.000003452732,0.00001025339,0.9258661,0.04405581,0.02872857],"study_design_scores_gemma":[0.0001180092,0.00002064954,0.00003440166,0.00003883976,0.000007939715,2.485892e-7,0.000455879,0.000009754806,0.00001024972,0.1067283,0.8924079,0.0001677839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006137471,0.0001368327,0.00006372468,0.001486819,0.001335275,0.0001646178,0.000007382166,0.00001489295,0.9961767],"genre_scores_gemma":[0.01943219,0.00001687415,0.00006285819,0.000237833,0.008023416,0.000007698505,0.00001310502,0.00002931543,0.9721767],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8483521,"threshold_uncertainty_score":0.9960768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652968226436469,"score_gpt":0.2533228110111931,"score_spread":0.2367931287468285,"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."}}