{"id":"W2951654145","doi":"","title":"Points of Departure","year":2017,"lang":"en","type":"article","venue":"Dalhousie review","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006194328,0.00005800359,0.0002246311,0.000009057488,0.0003781428,0.00003741296,0.0005015054,0.00005251327,0.0001573203],"category_scores_gemma":[0.0007644177,0.00005057038,0.00009990382,0.0000492196,0.0001854942,0.0001385432,0.00006436522,0.00006505572,0.00009795868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001407389,"about_ca_system_score_gemma":0.00007638874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008372667,"about_ca_topic_score_gemma":0.004334201,"domain_scores_codex":[0.9992799,0.00007872504,0.0001514778,0.0001020034,0.000223595,0.0001642664],"domain_scores_gemma":[0.9992198,0.00002187696,0.0001890669,0.0004186711,0.00007823685,0.0000723203],"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":[0.000008850585,0.0002316596,0.02552561,0.005791981,0.00008405004,0.00005344257,0.004781576,4.892177e-7,0.00002219396,0.430221,0.1641365,0.3691427],"study_design_scores_gemma":[0.00004808647,0.000007119301,0.00188604,0.001003345,0.00002981893,4.996465e-7,0.00005827906,0.000002442443,0.000001780903,0.001380966,0.9955146,0.00006705839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0287729,0.2301839,0.00004407801,0.03528706,0.0007113922,0.0009694461,0.00005947721,0.00009858322,0.7038732],"genre_scores_gemma":[0.305426,0.6893612,0.0004208488,0.00270759,0.0001986579,0.000008483838,0.00001076996,0.0000113909,0.001855076],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.831378,"threshold_uncertainty_score":0.2908407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325795910158567,"score_gpt":0.3720468647511463,"score_spread":0.3394672737352896,"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."}}