{"id":"W6942486650","doi":"10.14288/1.0367514","title":"[nterview with Stanley Kwok]","year":2017,"lang":"en","type":"other","venue":"Open Collections","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Personal account; Continuation; George (robot)","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":[],"category_scores_codex":[0.0009692227,0.0007019101,0.0005008213,0.001524342,0.003429081,0.00433893,0.001321331,0.001375242,0.7898711],"category_scores_gemma":[0.003938206,0.0004294591,0.0004598432,0.001617128,0.0006172745,0.005387262,0.003748664,0.002383884,0.6417335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009855002,"about_ca_system_score_gemma":0.001749086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284679,"about_ca_topic_score_gemma":0.04828887,"domain_scores_codex":[0.9994654,0.00009994137,0.00002700151,0.00007768135,0.0002396081,0.00009028158],"domain_scores_gemma":[0.9982482,0.0002392116,0.00007211619,0.0001779822,0.0005898227,0.0006727127],"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":[0.000009341532,0.0000125624,0.00007272115,0.0000321718,5.919596e-7,0.00004451329,0.0001875043,0.000007023626,0.00005458268,0.0008891249,0.9760445,0.0226453],"study_design_scores_gemma":[0.000001262906,0.000001572077,0.000115802,0.00002257418,3.515461e-7,0.00003603788,0.0001603966,0.00000919415,0.00002702896,0.0002414703,0.9993812,0.000003181176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000488315,0.0007755844,0.002015724,0.005190312,0.004246297,0.0001206494,0.004048303,0.004426904,0.978688],"genre_scores_gemma":[0.001505027,0.0003589708,0.0007439143,0.001180221,0.0003151747,0.00006883335,0.001443547,0.001927796,0.9924566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7898711,"threshold_uncertainty_score":0.2997233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511258001554016,"score_gpt":0.2473953839334148,"score_spread":0.2222828039178747,"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."}}