{"id":"W4415897592","doi":"10.62986/bk2023.01","title":"How Modern is Philippine Agriculture and Fisheries? The Agriculture and Fisheries Modernization Act after a Quarter Century","year":2023,"lang":"","type":"book","venue":"Philippine Institute for Development Studies eBooks","topic":"Fisheries and Aquaculture Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Modernization theory; Quarter (Canadian coin); Sustainable Agriculture Innovation Network; Fisheries law; Irrigated agriculture","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":[0.000659902,0.0003933104,0.0001534421,0.0006940868,0.00078909,0.003920054,0.0003806799,0.0005758815,0.005764109],"category_scores_gemma":[0.001009944,0.000118173,0.00009899137,0.00288755,0.002101791,0.003079997,0.0007144946,0.001517317,0.0009616476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003750037,"about_ca_system_score_gemma":0.0031743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02204482,"about_ca_topic_score_gemma":0.045812,"domain_scores_codex":[0.9997031,0.0001261498,0.00000859186,0.00002903436,0.0001040419,0.00002909362],"domain_scores_gemma":[0.9994917,0.0001599311,0.000066821,0.0000291732,0.0001771777,0.00007516062],"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":[0.00005941193,0.00005646039,0.01265628,0.0009813705,0.00002434773,0.0005735955,0.01724686,0.001305256,0.001268376,0.1112306,0.475671,0.3789265],"study_design_scores_gemma":[0.000001819639,0.00002998798,0.01241671,0.0002046795,0.000004959943,0.0001278992,0.004511158,0.0001585738,0.0001828201,0.004761064,0.9775889,0.00001138563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05571374,0.3357761,0.001654439,0.1990123,0.003740078,0.0000323687,0.0006471829,0.0002608318,0.4031629],"genre_scores_gemma":[0.4372885,0.2419763,0.003920172,0.01879044,0.002802982,0.0000648211,0.0006856525,0.0001795985,0.2942915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02204482,"threshold_uncertainty_score":0.04383296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0379463470440794,"score_gpt":0.2273366782043826,"score_spread":0.1893903311603032,"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."}}