{"id":"W4400139300","doi":"10.25071/2561-5467.1176","title":"Les Brown, ShipCraft 27-British Sloops and Frigates of the Second World War by Patrick Boyle","year":2024,"lang":"en","type":"article","venue":"The Northern Mariner / Le marin du nord","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; World War II; Economic history; Aeronautics; Engineering; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013824,0.0006637925,0.0004481934,0.0009740883,0.009674584,0.004575658,0.0005857744,0.002430835,0.01730609],"category_scores_gemma":[0.002072689,0.0004532518,0.0002841924,0.001446862,0.002493553,0.002519533,0.00323742,0.005760826,0.003371509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005076953,"about_ca_system_score_gemma":0.008166829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3534494,"about_ca_topic_score_gemma":0.7480206,"domain_scores_codex":[0.9992967,0.0001509194,0.00002061144,0.00009063917,0.0001735413,0.0002675284],"domain_scores_gemma":[0.998984,0.0001930111,0.00008754805,0.00002580493,0.0001821822,0.0005273835],"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":[0.00002397825,0.00001123079,0.00116364,0.00007572248,0.000005659565,0.0001991904,0.004628434,0.00003462173,0.00005293273,0.003302479,0.9808074,0.009694749],"study_design_scores_gemma":[0.000002423097,0.000007392049,0.004004721,0.0002418709,0.000002445225,0.0000837746,0.01392211,0.000007571706,0.00002481434,0.0003735841,0.9813224,0.00000687547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01936766,0.1735342,0.0001363461,0.6050553,0.05072765,0.00003758439,0.0006362091,0.00004218238,0.1504629],"genre_scores_gemma":[0.07701399,0.08242127,0.0001351795,0.04676965,0.008747665,0.00004584973,0.0002253981,0.0001138249,0.7845272],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3534494,"threshold_uncertainty_score":0.7027843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263779916565208,"score_gpt":0.2060193593029533,"score_spread":0.1933815601373012,"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."}}