{"id":"W60001760","doi":"10.4404/hystrix-22.2-4596","title":"Evaluation of an expandable, breakaway radiocollar for subadult cervids","year":2012,"lang":"en","type":"article","venue":"Bollettino del CILEA (CILEA)","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biology; Collar; Ecology; Zoology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003375755,0.000203797,0.000257162,0.00005997802,0.0002705154,0.00001726542,0.0002846042,0.0002232113,0.002819299],"category_scores_gemma":[0.00033455,0.0002022247,0.0001153931,0.0002694476,0.0001545305,0.0006653464,0.00005813123,0.0001048171,0.0002252211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911781,"about_ca_system_score_gemma":0.00009309864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002281951,"about_ca_topic_score_gemma":0.0002412862,"domain_scores_codex":[0.997584,0.0003393675,0.0004103137,0.0003522536,0.0008098574,0.0005041544],"domain_scores_gemma":[0.9988598,0.0001451806,0.0002395727,0.0004373587,0.0001480404,0.0001700006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003841976,0.001111479,0.8234566,0.00007045532,0.0001290384,0.000001450995,0.001907727,0.005895595,0.0166669,0.0009499924,0.07754198,0.07188462],"study_design_scores_gemma":[0.002713155,0.0003127851,0.9401748,0.00001769815,0.0002941648,0.00001887251,0.0003556108,0.02524748,0.006537823,0.00101348,0.02290189,0.0004122604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865392,0.0001664621,0.0007312996,0.0004350492,0.0003612748,0.001296365,0.00004602477,0.00005570348,0.01036856],"genre_scores_gemma":[0.9945621,0.000008968393,0.002931127,0.0007444639,0.0002843529,0.0004897643,0.00008074082,0.00002891293,0.0008695292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167182,"threshold_uncertainty_score":0.9980922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161550726519077,"score_gpt":0.2761091300367836,"score_spread":0.2444936227715928,"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."}}