{"id":"W4413749341","doi":"10.64628/aam.7hatxst5p","title":"Why there may be thousands of stink bugs hiding under your sofa","year":2018,"lang":"en","type":"article","venue":"","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001527073,0.0004706485,0.0003507854,0.0005886304,0.004511621,0.002527541,0.0008025732,0.002528826,0.02894912],"category_scores_gemma":[0.007282607,0.0004102478,0.0006034105,0.0004149564,0.001866758,0.004536243,0.001247317,0.002332071,0.006570263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009039462,"about_ca_system_score_gemma":0.0009632853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0130424,"about_ca_topic_score_gemma":0.02920642,"domain_scores_codex":[0.9991292,0.0001383012,0.00004215242,0.0001629573,0.0003058437,0.0002215194],"domain_scores_gemma":[0.9952302,0.0007522947,0.0007612663,0.0003581183,0.001471965,0.001426079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009427345,0.0004607979,0.3139644,0.0005269132,0.0002948744,0.00511025,0.008444004,0.0003048802,0.00852087,0.007498791,0.3977299,0.2562017],"study_design_scores_gemma":[0.0001098161,0.0007657499,0.3131143,0.001576497,0.0004429708,0.01819366,0.1388739,0.001274814,0.004876098,0.02288868,0.497655,0.0002284811],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5744897,0.01514725,0.004566879,0.2937783,0.01112957,0.0001160182,0.0008438783,0.0007014141,0.09922701],"genre_scores_gemma":[0.8753314,0.007029186,0.005072579,0.04953812,0.00242826,0.00006791487,0.0004098495,0.0002956625,0.05982703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02894912,"threshold_uncertainty_score":0.09684443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07070650073807193,"score_gpt":0.2754256153487258,"score_spread":0.2047191146106539,"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."}}