{"id":"W3210129629","doi":"","title":"Special Topics in Geography: Animal Geographies 53.377 L07","year":2010,"lang":"en","type":"article","venue":"TRAILS: Teaching Resources and Innovations Library for Sociology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Variety (cybernetics); Perspective (graphical); Class (philosophy); Human geography; Sociology; Point (geometry); Epistemology; Engineering ethics; Social science; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001031998,0.001423829,0.001691548,0.001994379,0.002099827,0.004955006,0.001327396,0.003002677,0.5754462],"category_scores_gemma":[0.002133382,0.0004123197,0.0007912468,0.002093251,0.00122056,0.002877398,0.003541997,0.002226195,0.3214134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002416132,"about_ca_system_score_gemma":0.002258651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004606003,"about_ca_topic_score_gemma":0.0153534,"domain_scores_codex":[0.9994444,0.0001370758,0.00004497911,0.00009852901,0.0001665063,0.0001083825],"domain_scores_gemma":[0.9982578,0.0003947129,0.0000965966,0.0001182646,0.0003902887,0.0007422928],"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":[0.00002927153,0.00007671289,0.0004474489,0.0002198728,0.000002450452,0.00008588627,0.0002601026,0.00006571953,0.0004190357,0.0043536,0.9459626,0.04807729],"study_design_scores_gemma":[0.000004390252,0.00002393761,0.0009785319,0.0001471064,0.00000163858,0.0000601177,0.0002563402,0.00005770622,0.00004679021,0.001311878,0.9971076,0.00000403272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002081017,0.006225438,0.002234092,0.02140689,0.01332454,0.0003579592,0.001968346,0.001462258,0.9509396],"genre_scores_gemma":[0.004971889,0.003237784,0.0008054157,0.002253552,0.003485048,0.0001266688,0.0008201658,0.0004152373,0.9838843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5754462,"threshold_uncertainty_score":0.6055744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762449436070186,"score_gpt":0.2513398338808702,"score_spread":0.2337153395201683,"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."}}