{"id":"W7015875840","doi":"","title":"Use of a single epiphyte lichen species Hypogymnia physodes as an indicator of air quality in northern Ontario / by Helmut N. Pfeiffer","year":2017,"lang":"en","type":"other","venue":"Knowledge Commons (Lakehead University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lichen; Bay; Thunder; Epiphyte; Air pollution; Pollution","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"],"consensus_categories":[],"category_scores_codex":[0.0004107699,0.001016128,0.002237787,0.003590278,0.0002128264,0.00005898323,0.002505172,0.001017928,0.0006818876],"category_scores_gemma":[0.0002139714,0.001203686,0.0005084447,0.001148305,0.001742473,0.000577655,0.0008851829,0.0009595272,0.000734529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894036,"about_ca_system_score_gemma":0.001359175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07759817,"about_ca_topic_score_gemma":0.9979673,"domain_scores_codex":[0.9956537,0.001057117,0.000722021,0.001174158,0.0005799832,0.0008129908],"domain_scores_gemma":[0.9937496,0.0003157701,0.002073655,0.003086443,0.0003382499,0.0004362782],"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":[0.0007763132,0.006501419,0.815915,0.0005325489,0.0008883203,0.0001028462,0.006309196,0.000002409129,0.01155283,0.003797154,0.1527251,0.0008968404],"study_design_scores_gemma":[0.001796781,0.0002930812,0.1673376,0.00101333,0.0002538546,0.000002904928,0.0001282964,7.035279e-7,0.002099324,0.00003655854,0.8260859,0.0009516701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5113712,0.0004294436,0.00001002955,0.00001801455,0.0001669894,0.0006150247,0.001853303,0.0001911675,0.4853448],"genre_scores_gemma":[0.4591461,0.000003589233,0.00005402274,0.000001345711,0.00007297187,0.000002831139,0.0003760775,0.0005006018,0.5398425],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9203691,"threshold_uncertainty_score":0.9990413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0652297413518076,"score_gpt":0.2689874906329735,"score_spread":0.2037577492811659,"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."}}