{"id":"W6947758769","doi":"10.48336/s19k-m277","title":"Exploring equity crowdfunding potential in Newfoundland and Labrador","year":2025,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Equity crowdfunding; Equity (law); Mainstream; Social media; Social equality; Best practice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004867814,0.0001957286,0.0003842541,0.005192624,0.004051185,0.0050289,0.0009510285,0.0005925467,0.002543115],"category_scores_gemma":[0.006523346,0.0002133397,0.0002928497,0.004829403,0.002880387,0.001537958,0.003268128,0.0004740834,0.0001507393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02508079,"about_ca_system_score_gemma":0.03031836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7572089,"about_ca_topic_score_gemma":0.9176064,"domain_scores_codex":[0.9978947,0.0004407156,0.00008260916,0.0002977896,0.0004373647,0.0008468452],"domain_scores_gemma":[0.9928174,0.002953419,0.001451109,0.0002951061,0.001471411,0.001011616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007576605,0.0003417451,0.5890729,0.003145907,0.0002758396,0.00670639,0.09788916,0.001478558,0.005479414,0.02388131,0.02390936,0.2470618],"study_design_scores_gemma":[0.00004811289,0.0002630287,0.5834194,0.002338705,0.0002654335,0.0008182109,0.2584954,0.0008196526,0.003065255,0.002195445,0.1481395,0.0001317877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542739,0.007794333,0.00141755,0.003168259,0.00008461519,0.0003625635,0.00313586,0.00003897657,0.02972385],"genre_scores_gemma":[0.9834894,0.003887039,0.002806753,0.0007645363,0.00002833162,0.0001952171,0.0009039601,0.00001213091,0.007912611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2427911,"threshold_uncertainty_score":0.4884418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06182621700258143,"score_gpt":0.2773542261018347,"score_spread":0.2155280090992533,"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."}}