{"id":"W136010827","doi":"10.7202/706114ar","title":"Measure of agreement between experts on apple damage assessment","year":2005,"lang":"en","type":"article","venue":"Phytoprotection","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada","keywords":"Tarnished plant bug; Miridae; Curculio; Context (archaeology); Biology; PEST analysis; Lygus; Hemiptera; Integrated pest management; Curculionidae; Toxicology; Horticulture; Agronomy; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000130662,0.00007886822,0.0001058114,0.00001314478,0.0001281745,0.0000178565,0.00007030657,0.00004558081,0.000528095],"category_scores_gemma":[0.00000615647,0.00003177276,0.0000639384,0.00009934775,0.000009257219,0.00008052132,0.00001126555,0.00008959169,0.00003112814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005205387,"about_ca_system_score_gemma":0.000003535547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003267842,"about_ca_topic_score_gemma":0.0003168253,"domain_scores_codex":[0.9993595,0.00004272697,0.0001460273,0.0001455552,0.000189295,0.0001168291],"domain_scores_gemma":[0.9997569,0.00003772091,0.00008246901,0.00004631196,0.00004796181,0.00002867277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003591258,0.0001227754,0.001809906,0.000002934941,0.00001659417,3.088901e-7,0.00003416091,0.0000319269,0.6022803,0.0001346959,0.0004661441,0.3950643],"study_design_scores_gemma":[0.0006465088,0.001811779,0.3371115,0.00009824127,0.00003407535,0.000006432487,0.0006075486,0.0007486532,0.4453121,0.0003444076,0.2128886,0.0003901164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909513,0.00001393752,0.0002253796,0.0009434732,0.0001082338,0.0003156724,0.00003130303,0.00003401115,0.007376675],"genre_scores_gemma":[0.9988244,0.000003773313,0.00007417101,0.00008009692,0.0006698853,0.00008071947,0.00002757422,5.46083e-7,0.0002388195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3946742,"threshold_uncertainty_score":0.578227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358637637207061,"score_gpt":0.2513142886793213,"score_spread":0.2277279123072507,"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."}}