{"id":"W6994590386","doi":"","title":"Alberta Clipper","year":2014,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Clipper (electronics); Work (physics); Doors; Troubleshooting","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":[0.0001060085,0.0001412407,0.0001816469,0.0004364662,0.0003824639,0.0000240647,0.0002837424,0.00009857178,0.0002682686],"category_scores_gemma":[0.00006752615,0.00006483457,0.0001079416,0.002773533,0.00007537735,0.0001624409,0.0001933073,0.0001096881,0.0001337352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000045677,"about_ca_system_score_gemma":0.00001668513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07410728,"about_ca_topic_score_gemma":0.3719429,"domain_scores_codex":[0.9991134,0.00009892037,0.00009191627,0.0003085251,0.00007675705,0.0003104234],"domain_scores_gemma":[0.9994611,0.0003075892,0.00005514315,0.00007206991,0.00004453742,0.00005955381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003950822,0.0007160654,0.1195915,0.00003008881,0.000300624,0.00005771441,0.002636862,0.00001091941,0.000365441,0.01100834,0.01318555,0.8517019],"study_design_scores_gemma":[0.0002206133,0.000185927,0.01073417,0.000005334936,0.00002433139,0.00000288428,0.0004248753,0.00004327701,0.00007065428,0.000001683687,0.9881076,0.0001786514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4005674,5.134617e-7,0.00000681652,0.0008540273,0.0001081286,0.0001600632,0.000006328362,0.00006699156,0.5982297],"genre_scores_gemma":[0.9923693,0.006495319,0.00008278133,0.0003687181,0.0001924492,0.000002823996,0.00001344682,8.784787e-7,0.0004742836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9749221,"threshold_uncertainty_score":0.9320583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825110501802369,"score_gpt":0.1890440212400906,"score_spread":0.170792916222067,"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."}}