{"id":"W4366978959","doi":"10.1109/icscds56580.2023.10104838","title":"Green WorkLine-An AI based Assistant for Self-Farming","year":2023,"lang":"en","type":"article","venue":"","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Agriculture; Computer science; Archaeology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007667113,0.0005944734,0.0002980476,0.0009402385,0.001916901,0.001840112,0.0007084325,0.0007195841,0.4029841],"category_scores_gemma":[0.002206421,0.0002467508,0.0002892146,0.0007500849,0.0004019952,0.002241165,0.002448195,0.001125039,0.2583967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004880004,"about_ca_system_score_gemma":0.001324426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007680931,"about_ca_topic_score_gemma":0.003510519,"domain_scores_codex":[0.9995395,0.0001015657,0.00002228632,0.0000880438,0.0001722805,0.00007631337],"domain_scores_gemma":[0.9971455,0.0003613993,0.0001235318,0.0003183804,0.0006018048,0.00144937],"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":[0.00002672446,0.0001913545,0.001049181,0.00004978659,0.000001340097,0.0001495571,0.0004489387,0.00002132851,0.001042843,0.0005960406,0.8836243,0.1127985],"study_design_scores_gemma":[0.000007321082,0.00004447922,0.001309576,0.0000232943,0.000001129044,0.0001908768,0.0007303728,0.0001181119,0.0002762706,0.0004158504,0.9968734,0.000009282646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01953677,0.0009566967,0.02258335,0.01519697,0.006044169,0.0006472893,0.004766853,0.03454747,0.8957204],"genre_scores_gemma":[0.02100517,0.0006299603,0.01411948,0.003370809,0.0005534063,0.000181193,0.001520987,0.002111995,0.956507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4029841,"threshold_uncertainty_score":0.8515708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695405502799502,"score_gpt":0.2706783885635847,"score_spread":0.2337243335355897,"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."}}