{"id":"W3032472701","doi":"10.5539/sar.v9n3p71","title":"Fruit Waste as Natural Pectin Source for Jam Production in Rural Communities","year":2020,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Pineapple and bromelain studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado do Amazonas","keywords":"Passion fruit; Pectin; Commercialization; Residue (chemistry); Environmental science; Biotechnology; Food science; Chemistry; Business; Biology; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005124572,0.0001526832,0.0001729908,0.00006749675,0.000436949,0.00006864231,0.0002901681,0.0001277241,0.000006769796],"category_scores_gemma":[0.0006483571,0.0001100071,0.00007732381,0.0005188904,0.0001303099,0.00001338019,0.0004095683,0.0004207038,0.000007964321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006790883,"about_ca_system_score_gemma":0.00009408604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000552232,"about_ca_topic_score_gemma":0.0002633871,"domain_scores_codex":[0.9984813,0.0001817864,0.0001575737,0.0002305345,0.0002692675,0.0006795724],"domain_scores_gemma":[0.9989061,0.00004443951,0.00003360249,0.0001890328,0.0007470316,0.00007979915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.001638022,0.0003123561,0.004399893,0.001291666,0.0002475993,0.00003781882,0.0136128,0.0005720703,0.5746455,0.001408917,0.395967,0.005866402],"study_design_scores_gemma":[0.0008194801,0.0007931272,0.0007048927,0.00003467984,0.000009125593,0.00001884007,0.4766169,0.00004023007,0.1410529,0.0002946111,0.379329,0.0002861343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987223,0.003751318,0.00003024505,0.006566404,0.00005406893,0.001007528,0.00000517424,0.00002235476,0.001339862],"genre_scores_gemma":[0.9773124,0.0003621538,0.00004779392,0.0001461643,0.0008726618,0.0002908013,0.000189907,0.0000161307,0.02076199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4630041,"threshold_uncertainty_score":0.4485961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239238152535607,"score_gpt":0.3147430484092455,"score_spread":0.2908192331556848,"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."}}