{"id":"W4388984669","doi":"10.61618/osat9391","title":"Book Review: Billy, A. 2020. NORTH SHORE RESCUE: If You Get Lost Today, Will Anyone Know?","year":2021,"lang":"en","type":"article","venue":"The Journal of Search and Rescue","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bureaucracy; Agency (philosophy); Government (linguistics); Service (business); Public relations; Shore; Political science; Management; Business; Sociology; Law; Politics; Marketing; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00230089,0.0001175846,0.0002654363,0.00005893557,0.0004826009,0.0001211526,0.0005719757,0.00004965875,0.0009874002],"category_scores_gemma":[0.0002945592,0.00006612766,0.0001078366,0.0004950798,0.0005750958,0.0004433634,0.0002507223,0.0004173148,0.00004033286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003783643,"about_ca_system_score_gemma":0.000302846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000195164,"about_ca_topic_score_gemma":0.001389503,"domain_scores_codex":[0.9974275,0.0007034504,0.0003642935,0.0001523913,0.0009385556,0.0004138488],"domain_scores_gemma":[0.9989265,0.0001330032,0.00007195075,0.0002446362,0.0003539642,0.0002700033],"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":[0.0003295752,0.0002630201,0.002195079,0.0006274101,0.0002363043,0.0005898241,0.01870797,0.0001957894,0.00065632,0.0004737393,0.9261451,0.04957991],"study_design_scores_gemma":[0.0003226926,0.0001678542,0.005926685,0.0009052934,0.00008774771,0.00004227234,0.008211996,0.00002732083,0.00008414676,0.0001200747,0.9839633,0.0001406382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1551325,0.7071478,0.00005945643,0.1237384,0.000460055,0.0004602672,0.00001335333,0.00001568501,0.01297256],"genre_scores_gemma":[0.0741094,0.863328,0.00005465304,0.003937368,0.0007307281,8.201594e-7,0.000002713654,0.00001192377,0.05782434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1561803,"threshold_uncertainty_score":0.9999259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509187557009017,"score_gpt":0.3006794219258242,"score_spread":0.285587546355734,"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."}}