{"id":"W7099943995","doi":"","title":"PUB TYPE Reports- Research (143) Speeches/Meeting Papers (150)","year":2016,"lang":"en","type":"article","venue":"","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Qualitative research; Perception; Data collection; Participant observation","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007548463,0.00127859,0.0009041039,0.006220281,0.002355439,0.005881573,0.002359995,0.002814268,0.8282614],"category_scores_gemma":[0.03303795,0.001007721,0.0009683283,0.009623489,0.0006938077,0.003847554,0.002311395,0.00190651,0.7167463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870396,"about_ca_system_score_gemma":0.004711081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009873061,"about_ca_topic_score_gemma":0.008697666,"domain_scores_codex":[0.9943164,0.00101289,0.0007604357,0.0004146164,0.003090813,0.0004048776],"domain_scores_gemma":[0.9614951,0.01235801,0.002563868,0.00456954,0.01685648,0.002156969],"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":[0.00004066172,0.00006538446,0.0002628945,0.0005347427,0.000004230342,0.00004557381,0.00008254902,0.00001599866,0.0001969494,0.000617775,0.9763847,0.02174855],"study_design_scores_gemma":[0.0000272852,0.00003401643,0.002205918,0.0007659304,0.000005036253,0.00004368245,0.000275805,0.00002551479,0.0002357001,0.0002674051,0.9961021,0.00001159803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001280304,0.003215934,0.001068892,0.007510407,0.01844883,0.002855737,0.1025717,0.00145864,0.8615896],"genre_scores_gemma":[0.007606791,0.006276929,0.0015355,0.003731646,0.005209328,0.003059536,0.04071836,0.001114183,0.9307477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1717386,"threshold_uncertainty_score":0.2449642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149141072539936,"score_gpt":0.3188465874908175,"score_spread":0.2039324802368239,"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."}}