{"id":"W6942315593","doi":"10.1371/journal.pone.0158070.g002","title":"Anatomical identification of near-infrared spectroscopy channels.","year":2016,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Landmark; Pattern recognition (psychology); Identification (biology); Probabilistic logic; Channel (broadcasting); Chart","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003283719,0.0005500684,0.0002928854,0.001102797,0.0004601769,0.0008402038,0.0006793885,0.0006006915,0.1406642],"category_scores_gemma":[0.0007975021,0.0001941658,0.0002241285,0.0007831267,0.0004583795,0.0006721501,0.0006466518,0.0006479504,0.04182812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506732,"about_ca_system_score_gemma":0.0005756143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002006569,"about_ca_topic_score_gemma":0.007620042,"domain_scores_codex":[0.9997972,0.00001409329,0.0000104934,0.00007772761,0.00007264188,0.00002790633],"domain_scores_gemma":[0.9997019,0.00002831246,0.00003342704,0.00009665584,0.0001057928,0.00003394794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005158056,0.0001175874,0.00259499,0.0004722846,0.00002560571,0.0007967367,0.0004672585,0.0005615155,0.290847,0.01794767,0.2288507,0.4568027],"study_design_scores_gemma":[0.00009190681,0.0002490355,0.104005,0.0002375455,0.00005500639,0.00456061,0.0003922795,0.006609023,0.154752,0.01342288,0.7155281,0.00009656215],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06142513,0.001494022,0.3756962,0.001270567,0.001835058,0.001552279,0.0665943,0.01529661,0.4748359],"genre_scores_gemma":[0.2706993,0.001058262,0.3615602,0.0006292459,0.0001875128,0.002393551,0.02565645,0.005829419,0.3319861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1406642,"threshold_uncertainty_score":0.4705688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624233512004996,"score_gpt":0.2398460123381743,"score_spread":0.2236036772181243,"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."}}