{"id":"W7103410866","doi":"","title":"Review of <i> Tiger Beetles of Alberta: Killers on the Clay, Stalkers on the Sand</i> by John Acorn","year":2003,"lang":"","type":"article","venue":"Insecta mundi","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tiger; Jargon; Acorn; Stalking","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002314014,0.0005033479,0.0006774773,0.0001471395,0.0004463467,0.00004621515,0.001058325,0.000299867,0.01339833],"category_scores_gemma":[0.001275376,0.0002938802,0.0003902051,0.000945842,0.0009687148,0.0001164242,0.00005484478,0.0005640046,0.0008974654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000955151,"about_ca_system_score_gemma":0.0003505379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857154,"about_ca_topic_score_gemma":0.0006702755,"domain_scores_codex":[0.9953036,0.001525395,0.00106645,0.0007115355,0.0006931483,0.0006998299],"domain_scores_gemma":[0.9938445,0.003600359,0.0009782916,0.001243406,0.0001686265,0.000164791],"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":[0.0005697019,0.001320493,0.002068637,0.0008302762,0.0003490454,0.000004420203,0.00760274,0.000007522059,0.06244789,0.08789864,0.8346245,0.002276154],"study_design_scores_gemma":[0.0006183658,0.002379196,0.01600949,0.00574684,0.0002436739,0.00003661593,0.0004143412,0.0000193226,0.002052502,0.0008008911,0.9710243,0.0006544905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6420525,0.04093858,0.000006454554,0.008588431,0.002822425,0.001476363,0.0001766122,0.00001497033,0.3039237],"genre_scores_gemma":[0.9530954,0.03338837,0.00001599434,0.006378303,0.000115813,0.00007030689,0.00003699822,0.00003788924,0.006860909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3110429,"threshold_uncertainty_score":0.9999514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326343143502685,"score_gpt":0.2836786631443037,"score_spread":0.2510443487940353,"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."}}