{"id":"W4385865107","doi":"10.59962/9780774851190-fm","title":"Front Matter","year":2007,"lang":"en","type":"paratext","venue":"University of British Columbia Press eBooks","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Government of Canada; Canada Council for the Arts; Federation for the Humanities and Social Sciences","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003897164,0.001674626,0.0008809143,0.001339342,0.001455466,0.005213788,0.001206204,0.004161702,0.8462492],"category_scores_gemma":[0.0008540124,0.0004067078,0.0005176735,0.0009711508,0.001216104,0.001976355,0.001689185,0.00172258,0.8026899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366302,"about_ca_system_score_gemma":0.00106954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003677052,"about_ca_topic_score_gemma":0.006118894,"domain_scores_codex":[0.9994474,0.00002758429,0.000020944,0.0001782649,0.0002042003,0.0001215161],"domain_scores_gemma":[0.9994,0.00008984829,0.00004397126,0.00005513212,0.000211895,0.0001991186],"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":[0.0002802106,0.000197232,0.001132928,0.001024556,0.00002826645,0.0007780679,0.0001967643,0.0002292956,0.01783288,0.01538459,0.5606421,0.4022731],"study_design_scores_gemma":[0.00001462424,0.00003146911,0.0007741792,0.0001310669,0.000005566045,0.0003454515,0.0001179994,0.0001301204,0.001358908,0.0007809591,0.9963025,0.000007150189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00195508,0.002936526,0.001035119,0.002323657,0.001694521,0.00004957429,0.001096642,0.0005407328,0.9883682],"genre_scores_gemma":[0.003704364,0.001451584,0.0003812876,0.0006011183,0.0001660667,0.0000149087,0.0007513204,0.0001016009,0.9928277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8462492,"threshold_uncertainty_score":0.2193068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009406719454541392,"score_gpt":0.170904570563643,"score_spread":0.1614978511091016,"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."}}