{"id":"W7057164605","doi":"","title":"The H.R. MacCarthy Pest Management Lecture Series (Simon Fraser University and the University of British Columbia)","year":2001,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Integrated pest management; PEST analysis; Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0000654815,0.0001045208,0.0001390819,0.00002780943,0.001147903,0.0001747485,0.0004063208,0.00008172708,0.0001508918],"category_scores_gemma":[0.000002266105,0.0001254079,0.00007964117,0.0003712182,0.0008733097,0.0008420373,0.0001963302,0.0001531168,0.00003892247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004065536,"about_ca_system_score_gemma":0.00002827364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344317,"about_ca_topic_score_gemma":0.0115235,"domain_scores_codex":[0.999333,0.00005943563,0.0000918005,0.0001948854,0.0001267419,0.0001941898],"domain_scores_gemma":[0.999541,0.00003938471,0.00003925854,0.0002715105,0.00002102674,0.00008784107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004322115,0.00009965307,0.6706452,0.0002008043,0.0003971948,0.0006665418,0.0005207638,0.0008423289,0.000005782192,0.009633102,0.3029214,0.01363497],"study_design_scores_gemma":[0.001695911,0.00002087352,0.2759404,0.00003582454,0.0001005441,0.000009353057,0.003407884,0.0003360876,0.00001724929,0.0002996205,0.7179082,0.0002280882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628525,0.0009761232,0.002356511,0.003112746,0.000263169,0.0008689797,0.0008711992,0.0006057479,0.02809304],"genre_scores_gemma":[0.9817784,0.008869871,0.0009857927,0.0001360677,0.00003499013,0.000001008539,0.00001439725,0.000009385309,0.008170067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4149868,"threshold_uncertainty_score":0.8828859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004239226822379226,"score_gpt":0.132843486196516,"score_spread":0.1286042593741368,"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."}}