{"id":"W4403738181","doi":"10.69974/glskalp.01.01.46","title":"Approaching Food Security In A Multidimensional Legal Paradigm: A Critical Study","year":2024,"lang":"en","type":"article","venue":"GLS KALP: Journal of Multidisciplinary Studies.","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food security; Computer science; Ecology; Agriculture; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02013937,0.001116695,0.000996923,0.007715423,0.01759355,0.02201741,0.002751984,0.009963132,0.004738633],"category_scores_gemma":[0.01391547,0.0005222024,0.001094559,0.005649546,0.08028685,0.03880078,0.007953984,0.01691478,0.0004249666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02860745,"about_ca_system_score_gemma":0.01060302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00932715,"about_ca_topic_score_gemma":0.009817755,"domain_scores_codex":[0.9900637,0.007194346,0.0002400103,0.0005446188,0.001034547,0.0009226088],"domain_scores_gemma":[0.9780812,0.01759717,0.0007747051,0.0004774677,0.00229167,0.0007778363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005001189,0.00001932844,0.0000990152,0.0000625789,0.000002462765,0.0001339039,0.008881915,0.0001975167,0.0000267097,0.9839939,0.003771347,0.002806259],"study_design_scores_gemma":[0.000007897757,0.00003751528,0.000351576,0.0008294831,0.0000050054,0.0002856521,0.05815597,0.0009707795,0.00008761864,0.8119972,0.1272449,0.00002639572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03191603,0.0756926,0.03815919,0.5530744,0.004365317,0.000294518,0.0001275732,0.00005115647,0.2963193],"genre_scores_gemma":[0.8597044,0.05868125,0.02152868,0.03781969,0.005320861,0.0006189369,0.00007902229,0.0001167102,0.01613043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02860745,"threshold_uncertainty_score":0.2075625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117832244070673,"score_gpt":0.3069918160178876,"score_spread":0.2658134935771809,"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."}}