{"id":"W6981583799","doi":"","title":"Episoder med skadelige alger og maneter i oppdrett- hva kan vi lære av erfaringer fra merdkanten","year":2022,"lang":"no","type":"report","venue":"Duo Research Archive (University of Oslo)","topic":"Sesquiterpenes and Asteraceae Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002080857,0.0008539572,0.001358126,0.0009651083,0.00179982,0.00009985774,0.002307486,0.0005749362,0.005301681],"category_scores_gemma":[0.0003437406,0.0009830389,0.001043613,0.0005945808,0.001947483,0.00004199464,0.008036265,0.002241133,0.0001791364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002534549,"about_ca_system_score_gemma":0.001113192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002893457,"about_ca_topic_score_gemma":0.001389937,"domain_scores_codex":[0.9914815,0.001331249,0.0006565956,0.002132505,0.002497007,0.001901172],"domain_scores_gemma":[0.9956214,0.0003372783,0.0005863526,0.001772016,0.001156918,0.0005260091],"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":[0.006030534,0.00197188,0.02353771,0.00358365,0.01260347,0.005714849,0.01685243,0.0001632918,0.3296048,0.0003039697,0.5411063,0.05852716],"study_design_scores_gemma":[0.001816816,0.001638238,0.01326083,0.0004107715,0.0003502477,0.0001406791,0.01354087,0.0003339112,0.001295645,0.0002641943,0.9656438,0.001303944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6855447,0.03218707,0.003830797,0.0111089,0.003031823,0.005705048,0.008713288,0.0001387503,0.2497396],"genre_scores_gemma":[0.7441543,0.05164173,0.003345009,0.0004532866,0.001888247,0.00004058847,0.008847352,0.0003852083,0.1892442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4245376,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04590695627561311,"score_gpt":0.302995288613072,"score_spread":0.2570883323374589,"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."}}