{"id":"W7048094309","doi":"","title":"Informing Low-Income Parents about Financial Aid","year":2023,"lang":"en","type":"article","venue":"Digital Commons - CSUMB (California State University, Monterey Bay)","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Financial plan; Resource (disambiguation); Payment; Quarter (Canadian coin)","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":[0.002607035,0.0002088642,0.0001797332,0.0003832602,0.001954991,0.0009345062,0.000337435,0.001143346,0.007512419],"category_scores_gemma":[0.007669539,0.0001914941,0.0001382866,0.0002268646,0.0004034696,0.001037668,0.001187117,0.001351092,0.00109265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005333943,"about_ca_system_score_gemma":0.001393091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008133144,"about_ca_topic_score_gemma":0.01191535,"domain_scores_codex":[0.999111,0.0005630736,0.00004119407,0.00004006031,0.00008734201,0.000157373],"domain_scores_gemma":[0.9971849,0.001257546,0.0002912904,0.00008232554,0.0003790411,0.0008048604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002412118,0.001186152,0.2365599,0.0004810452,0.00002571942,0.003632053,0.08095575,0.0002254519,0.002820876,0.001280376,0.2243852,0.4482063],"study_design_scores_gemma":[0.0001743276,0.001918656,0.1484048,0.002599875,0.000109544,0.002481305,0.291273,0.001011072,0.003553128,0.004644986,0.5437146,0.0001146734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7863469,0.005016564,0.003939061,0.1355914,0.001755655,0.0007107002,0.0005193639,0.0003405828,0.06577975],"genre_scores_gemma":[0.9547836,0.007215153,0.006179667,0.01918896,0.0004358475,0.0006262327,0.000275657,0.00002447685,0.01127048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008133144,"threshold_uncertainty_score":0.02513152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287392867023648,"score_gpt":0.2099270783215226,"score_spread":0.1970531496512861,"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."}}