{"id":"W6941101682","doi":"10.1177/08445621231207546\">10.1177/08445621231207546</a></p","title":"Challenges and Opportunities in Recruiting Research Participants Using Facebook: Lessons Learned from an Exemplar Study","year":2023,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Online research methods; The Internet; Period (music)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1316632,0.001235389,0.001367266,0.001000672,0.01265836,0.007886591,0.005175547,0.004644576,0.003580088],"category_scores_gemma":[0.1241464,0.000843344,0.0009649874,0.0008637176,0.005820995,0.009453285,0.008964125,0.00595973,0.001931497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00314234,"about_ca_system_score_gemma":0.008843442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002772034,"about_ca_topic_score_gemma":0.01916409,"domain_scores_codex":[0.8912277,0.09745665,0.002090785,0.001989078,0.004545148,0.002690602],"domain_scores_gemma":[0.845341,0.1174046,0.003502813,0.009008506,0.01528189,0.009461164],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004722088,0.005355706,0.01783245,0.003094049,0.0001009879,0.006590496,0.5706777,0.0005011256,0.002928704,0.006998483,0.02597499,0.3594732],"study_design_scores_gemma":[0.0002173182,0.003906836,0.009759124,0.004167244,0.0001699699,0.005807539,0.8027604,0.001916386,0.003936736,0.01292184,0.1541474,0.0002892278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7352552,0.005352588,0.09017697,0.1140067,0.002323861,0.01126044,0.0002667758,0.0006092611,0.0407481],"genre_scores_gemma":[0.7519388,0.00745666,0.1962753,0.01837146,0.0006508526,0.009746664,0.0002457076,0.0004257571,0.01488876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8683368,"threshold_uncertainty_score":0.69631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6007679917070785,"score_gpt":0.3834861906037643,"score_spread":0.2172818011033142,"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."}}