{"id":"W2472987953","doi":"10.6084/m9.figshare.1220527.v1","title":"Experimental design: field experiment","year":2014,"lang":"en","type":"article","venue":"Figshare","topic":"Plant-Derived Bioactive Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Computer science; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.00341795,0.002261622,0.002508763,0.0007256935,0.003213198,0.001656148,0.003098798,0.002535789,0.0231472],"category_scores_gemma":[0.002039227,0.0009119848,0.0006704575,0.0008965536,0.001336708,0.0009412295,0.001820453,0.001822631,0.006965431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002840237,"about_ca_system_score_gemma":0.004157235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006765039,"about_ca_topic_score_gemma":0.02223123,"domain_scores_codex":[0.997159,0.0003954038,0.0002261038,0.001114825,0.0005437512,0.0005609955],"domain_scores_gemma":[0.9968256,0.0004954238,0.0003432048,0.0004592692,0.001007874,0.0008686617],"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":[0.08379202,0.1198662,0.02420494,0.01348583,0.0006883643,0.001935104,0.008626966,0.002978569,0.4864368,0.006571172,0.04677696,0.2046372],"study_design_scores_gemma":[0.02242366,0.2444815,0.1833548,0.001527226,0.001806915,0.0009235286,0.006480344,0.005145111,0.08967034,0.008998307,0.4342712,0.0009171587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7407516,0.002440099,0.03337564,0.001635333,0.00149859,0.1539637,0.01095337,0.002639511,0.05274217],"genre_scores_gemma":[0.5056939,0.002899746,0.1459149,0.006987012,0.0005284037,0.208633,0.009770879,0.0004787575,0.1190934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0231472,"threshold_uncertainty_score":0.07743508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05790659589458416,"score_gpt":0.2772300307508603,"score_spread":0.2193234348562761,"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."}}